@Preamble{"\input bibnames.sty" #
"\ifx \undefined \booktitle \def \booktitle #1{{{\em #1}}} \fi" #
"\ifx \undefined \TM \def \TM {${}^{\sc TM}$} \fi"
}
@String{ack-nhfb = "Nelson H. F. Beebe,
University of Utah,
Department of Mathematics, 110 LCB,
155 S 1400 E RM 233,
Salt Lake City, UT 84112-0090, USA,
Tel: +1 801 581 5254,
FAX: +1 801 581 4148,
e-mail: \path|beebe@math.utah.edu|,
\path|beebe@acm.org|,
\path|beebe@computer.org| (Internet),
URL: \path|http://www.math.utah.edu/~beebe/|"}
@String{j-TOCH = "ACM Transactions on Computing for Healthcare
(HEALTH)"}
@Article{Stankovic:2020:IIE,
author = "John A. Stankovic and Insup Lee",
title = "Inaugural Issue Editorial",
journal = j-TOCH,
volume = "1",
number = "1",
pages = "1:1--1:1",
month = mar,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1145/3375711",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Apr 7 12:00:22 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/abs/10.1145/3375711",
acknowledgement = ack-nhfb,
articleno = "1",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Mahajan:2020:THW,
author = "Aman Mahajan and Gregory Pottie and William Kaiser",
title = "Transformation in Healthcare by Wearable Devices for
Diagnostics and Guidance of Treatment",
journal = j-TOCH,
volume = "1",
number = "1",
pages = "2:1--2:12",
month = mar,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1145/3361561",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Apr 7 12:00:22 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/abs/10.1145/3361561",
abstract = "Wearable devices offer a promise of immense impact on
worldwide global health by offering the potential for
non-invasive, constantly vigilant, and low-cost
monitoring of individual condition and fundamental
advances in guiding healthcare. The urgency of
\ldots{}",
acknowledgement = ack-nhfb,
articleno = "2",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Bellot:2020:FML,
author = "Alexis Bellot and Mihaela {Van Der Schaar}",
title = "Flexible Modelling of Longitudinal Medical Data: a
{Bayesian} Nonparametric Approach",
journal = j-TOCH,
volume = "1",
number = "1",
pages = "3:1--3:15",
month = mar,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1145/3377164",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Apr 7 12:00:22 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/abs/10.1145/3377164",
abstract = "Using electronic medical records to learn personalized
risk trajectories poses significant challenges because
often very few samples are available in a patient's
history, and, when available, their information content
is highly diverse. In this article, \ldots{}",
acknowledgement = ack-nhfb,
articleno = "3",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Nosakhare:2020:TAR,
author = "Ehimwenma Nosakhare and Rosalind Picard",
title = "Toward Assessing and Recommending Combinations of
Behaviors for Improving Health and Well-Being",
journal = j-TOCH,
volume = "1",
number = "1",
pages = "4:1--4:29",
month = mar,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1145/3368958",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Apr 7 12:00:22 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/abs/10.1145/3368958",
abstract = "Multiple behaviors typically work together to
influence health, making it hard to understand how one
behavior might compensate for another. Rich multi-modal
datasets from mobile sensors and advances in machine
learning are today enabling new kinds of \ldots{}",
acknowledgement = ack-nhfb,
articleno = "4",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Li:2020:FSM,
author = "Dingwen Li and Jay Vaidya and Michael Wang and Ben
Bush and Chenyang Lu and Marin Kollef and Thomas
Bailey",
title = "Feasibility Study of Monitoring Deterioration of
Outpatients Using Multimodal Data Collected by
Wearables",
journal = j-TOCH,
volume = "1",
number = "1",
pages = "5:1--5:22",
month = mar,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1145/3344256",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Apr 7 12:00:22 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/abs/10.1145/3344256",
abstract = "In the article, we explore the feasibility of
monitoring outpatients using Fitbit Charge HR
wristbands and the potential of machine learning models
to predict clinical deterioration (readmissions and
death) among outpatients discharged from the \ldots{}",
acknowledgement = ack-nhfb,
articleno = "5",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Jin:2020:CIC,
author = "Zhuochen Jin and Shuyuan Cui and Shunan Guo and David
Gotz and Jimeng Sun and Nan Cao",
title = "{CarePre}: an Intelligent Clinical Decision Assistance
System",
journal = j-TOCH,
volume = "1",
number = "1",
pages = "6:1--6:20",
month = mar,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1145/3344258",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Apr 7 12:00:22 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/abs/10.1145/3344258",
abstract = "Clinical decision support systems are widely used to
assist with medical decision making. However, clinical
decision support systems typically require manually
curated rules and other data that are difficult to
maintain and keep up to date. Recent \ldots{}",
acknowledgement = ack-nhfb,
articleno = "6",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Amiri:2020:CAS,
author = "Delaram Amiri and Arman Anzanpour and Iman Azimi and
Marco Levorato and Pasi Liljeberg and Nikil Dutt and
Amir M. Rahmani",
title = "Context-Aware Sensing via Dynamic Programming for
Edge-Assisted Wearable Systems",
journal = j-TOCH,
volume = "1",
number = "2",
pages = "7:1--7:25",
month = mar,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1145/3351286",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Apr 7 12:00:22 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/abs/10.1145/3351286",
abstract = "Healthcare applications supported by the Internet of
Things enable personalized monitoring of a patient in
everyday settings. Such applications often consist of
battery-powered sensors coupled to smart gateways at
the edge layer. Smart gateways offer \ldots{}",
acknowledgement = ack-nhfb,
articleno = "7",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Mishra:2020:CDP,
author = "Varun Mishra and Gunnar Pope and Sarah Lord and
Stephanie Lewia and Byron Lowens and Kelly Caine and
Sougata Sen and Ryan Halter and David Kotz",
title = "Continuous Detection of Physiological Stress with
Commodity Hardware",
journal = j-TOCH,
volume = "1",
number = "2",
pages = "8:1--8:30",
month = apr,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1145/3361562",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Wed Jul 8 18:08:11 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/abs/10.1145/3361562",
abstract = "Timely detection of an individual's stress level has
the potential to improve stress management, thereby
reducing the risk of adverse health consequences that
may arise due to mismanagement of stress. Recent
advances in wearable sensing have resulted in
\ldots{}",
acknowledgement = ack-nhfb,
articleno = "8",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Sun:2020:HPT,
author = "Xuetong Sun and Sarah B. Murthi and Gary Schwartzbauer
and Amitabh Varshney",
title = "High-Precision {5DoF} Tracking and Visualization of
Catheter Placement in {EVD} of the Brain Using {AR}",
journal = j-TOCH,
volume = "1",
number = "2",
pages = "9:1--9:18",
month = mar,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1145/3365678",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Apr 7 12:00:22 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/abs/10.1145/3365678",
abstract = "External ventricular drainage (EVD) is a high-risk
medical procedure that involves inserting a catheter
inside a patient's skull, through the brain and into a
ventricle, to drain cerebrospinal fluid and thus
relieve elevated intracranial pressure. Once \ldots{}",
acknowledgement = ack-nhfb,
articleno = "9",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Yom-Tov:2020:SCU,
author = "Elad Yom-Tov",
title = "Screening for Cancer Using a Learning {Internet}
Advertising System",
journal = j-TOCH,
volume = "1",
number = "2",
pages = "10:1--10:13",
month = mar,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1145/3373720",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Apr 7 12:00:22 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/abs/10.1145/3373720",
abstract = "Studies have shown that search engine queries are
indicative of future diagnosis of several types of
cancer. These studies were based on self-identification
of illness and were limited in that diagnostic
information could not be shared with screened
\ldots{}",
acknowledgement = ack-nhfb,
articleno = "10",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Meyer:2020:LDC,
author = "Jochen Meyer and Judy Kay and Daniel A. Epstein and
Parisa Eslambolchilar and Lie Ming Tang",
title = "A Life of Data: Characteristics and Challenges of Very
Long Term Self-Tracking for Health and Wellness",
journal = j-TOCH,
volume = "1",
number = "2",
pages = "11:1--11:4",
month = mar,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1145/3373719",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Apr 7 12:00:22 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/abs/10.1145/3373719",
abstract = "As self-tracking has evolved from a niche movement to
a mass-market phenomenon, it has become possible for
people to track a broad range of activities and vital
parameters over years, even decades. The associated
opportunities, as well as the challenges,. \ldots{}",
acknowledgement = ack-nhfb,
articleno = "11",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Wang:2020:CBV,
author = "Xuyu Wang and Chao Yang and Shiwen Mao",
title = "On {CSI}-Based Vital Sign Monitoring Using Commodity
{WiFi}",
journal = j-TOCH,
volume = "1",
number = "3",
pages = "12:1--12:27",
month = jul,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1145/3377165",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Sun Aug 9 12:29:04 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/abs/10.1145/3377165",
abstract = "Vital signs, such as respiration and heartbeat, are
useful for health monitoring because such signals
provide important clues of medical conditions.
Effective solutions are needed to provide contact-free,
easy deployment, low-cost, and long-term vital
\ldots{}",
acknowledgement = ack-nhfb,
articleno = "12",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Chikka:2020:CCM,
author = "Veera Raghavendra Chikka and Kamalakar Karlapalem",
title = "Conformance Checking Methodology Across Discharge
Summaries and Standard Treatment Guidelines",
journal = j-TOCH,
volume = "1",
number = "3",
pages = "13:1--13:19",
month = jul,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1145/3377328",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Sun Aug 9 12:29:04 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/abs/10.1145/3377328",
abstract = "Conformance checking of treatment plans in discharge
summary data would facilitate the development of
clinical decision support system, treatment plan
quality assurance, and new treatment plan discovery.
Conformance checking requires extraction of \ldots{}",
acknowledgement = ack-nhfb,
articleno = "13",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Bhatia:2020:IIS,
author = "Munish Bhatia and Simranpreet Kaur and Sandeep K.
Sood",
title = "{IoT}-Inspired Smart Toilet System for Home-Based
Urine Infection Prediction",
journal = j-TOCH,
volume = "1",
number = "3",
pages = "14:1--14:25",
month = jul,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1145/3379506",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Sun Aug 9 12:29:04 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/abs/10.1145/3379506",
abstract = "The healthcare industry is the premier domain that has
been significantly influenced by incorporation of
Internet of Things (IoT) technology resulting in smart
healthcare application. Inspired by the enormous
potential of IoT technology, this research \ldots{}",
acknowledgement = ack-nhfb,
articleno = "14",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Goldstein:2020:TFF,
author = "Orpaz Goldstein and Mohammad Kachuee and Kimmo
Karkkainen and Majid Sarrafzadeh",
title = "Target-Focused Feature Selection Using Uncertainty
Measurements in Healthcare Data",
journal = j-TOCH,
volume = "1",
number = "3",
pages = "15:1--15:17",
month = jul,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1145/3383685",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Sun Aug 9 12:29:04 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/abs/10.1145/3383685",
abstract = "Healthcare big data remains under-utilized due to
various incompatibility issues between the domains of
data analytics and healthcare. The lack of
generalizable iterative feature acquisition methods
under budget and machine learning models that allow
\ldots{}",
acknowledgement = ack-nhfb,
articleno = "15",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Herrlich:2020:PNT,
author = "Marc Herrlich and Anke V. Reinschluessel and Markus
Willems and Nils Langhorst and David Black and Tanja
D{\"o}ring and Christian Rieder and Ron Kikinis and
Rainer Malaka",
title = "Put That Needle There: Customized Flexible On-Body
Thin-Film Displays for Medical Navigation",
journal = j-TOCH,
volume = "1",
number = "3",
pages = "16:1--16:17",
month = jul,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1145/3386307",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Sun Aug 9 12:29:04 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/abs/10.1145/3386307",
abstract = "Informed by modern imaging techniques, current medical
navigation systems support physicians during a variety
of interventions, such as needle-based operations.
During these, an abundance of information is often
displayed on monitors placed in positions \ldots{}",
acknowledgement = ack-nhfb,
articleno = "16",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Thambawita:2020:ESC,
author = "Vajira Thambawita and Debesh Jha and Hugo Lewi Hammer
and H{\aa}vard D. Johansen and Dag Johansen and P{\aa}l
Halvorsen and Michael A. Riegler",
title = "An Extensive Study on Cross-Dataset Bias and
Evaluation Metrics Interpretation for Machine Learning
Applied to Gastrointestinal Tract Abnormality
Classification",
journal = j-TOCH,
volume = "1",
number = "3",
pages = "17:1--17:29",
month = jul,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1145/3386295",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Sun Aug 9 12:29:04 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/abs/10.1145/3386295",
abstract = "Precise and efficient automated identification of
gastrointestinal (GI) tract diseases can help doctors
treat more patients and improve the rate of disease
detection and identification. Currently, automatic
analysis of diseases in the GI tract is a hot
\ldots{}",
acknowledgement = ack-nhfb,
articleno = "17",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Hussein:2020:ADA,
author = "Amir Hussein and Marc Djandji and Reem A. Mahmoud and
Mohamad Dhaybi and Hazem Hajj",
title = "Augmenting {DL} with Adversarial Training for Robust
Prediction of Epilepsy Seizures",
journal = j-TOCH,
volume = "1",
number = "3",
pages = "18:1--18:18",
month = jul,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1145/3386580",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Sun Aug 9 12:29:04 MDT 2020",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/abs/10.1145/3386580",
abstract = "Epilepsy is a chronic medical condition that involves
abnormal brain activity causing patients to lose
control of awareness or motor activity. As a result,
detection of pre-ictal states, before the onset of a
seizure, can be lifesaving. The problem is \ldots{}",
acknowledgement = ack-nhfb,
articleno = "18",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Kotz:2020:ISI,
author = "David Kotz and Guoliang Xing",
title = "Introduction to the Special Issue on the Wearable
Technologies for Smart Health",
journal = j-TOCH,
volume = "1",
number = "4",
pages = "19:1--19:2",
month = dec,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1145/3423967",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Sun Mar 28 08:09:26 MDT 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3423967",
acknowledgement = ack-nhfb,
articleno = "19",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Wang:2020:EAE,
author = "Zhu Wang and Zhiwen Yu and Bobo Zhao and Bin Guo and
Chao Chen and Zhiyong Yu",
title = "{EmotionSense}: an Adaptive Emotion Recognition System
Based on Wearable Smart Devices",
journal = j-TOCH,
volume = "1",
number = "4",
pages = "20:1--20:17",
month = dec,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1145/3384394",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Sun Mar 28 08:09:26 MDT 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3384394",
abstract = "With the recent surge of smart wearable devices, it is
possible to obtain the physiological and behavioral
data of human beings in a more convenient and
non-invasive manner. Based on such data, researchers
have developed a variety of systems or \ldots{}",
acknowledgement = ack-nhfb,
articleno = "20",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Aggarwal:2020:PDU,
author = "Deepti Aggarwal and Bernd Ploderer and Thuong Hoang
and Frank Vetere and Mark Bradford",
title = "Physiotherapy Over a Distance: The Use of Wearable
Technology for Video Consultations in Hospital
Settings",
journal = j-TOCH,
volume = "1",
number = "4",
pages = "21:1--21:29",
month = dec,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1145/3383305",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Sun Mar 28 08:09:26 MDT 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3383305",
abstract = "Wearable technologies offer potential in supporting
assessment of lower limb movements in video
consultations, which otherwise are challenging to
assess. Yet there remains a limited understanding of
how such technologies can be used to improve video
\ldots{}",
acknowledgement = ack-nhfb,
articleno = "21",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Elor:2020:SSC,
author = "Aviv Elor and Michael Powell and Evanjelin Mahmoodi
and Nico Hawthorne and Mircea Teodorescu and Sri
Kurniawan",
title = "On Shooting Stars: Comparing {CAVE} and {HMD}
Immersive Virtual Reality Exergaming for Adults with
Mixed Ability",
journal = j-TOCH,
volume = "1",
number = "4",
pages = "22:1--22:22",
month = dec,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1145/3396249",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Sun Mar 28 08:09:26 MDT 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3396249",
abstract = "Inactivity and a lack of engagement with exercise is a
pressing health problem in the United States and
beyond. Immersive Virtual Reality (iVR) is a promising
medium to motivate users through engaging virtual
environments. Currently, modern iVR lacks a \ldots{}",
acknowledgement = ack-nhfb,
articleno = "22",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Li:2020:MER,
author = "Chun-Tung Li and Jiannong Cao and Xue Liu and Milos
Stojmenovic",
title = "{mSIMPAD}: Efficient and Robust Mining of Successive
Similar Patterns of Multiple Lengths in Time Series",
journal = j-TOCH,
volume = "1",
number = "4",
pages = "23:1--23:19",
month = dec,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1145/3396250",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Sun Mar 28 08:09:26 MDT 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3396250",
abstract = "A successive similar pattern (SSP) is a series of
similar sequences that occur consecutively at
non-regular intervals in time series. Mining SSPs could
provide valuable information without a priori
knowledge, which is crucial in many applications
\ldots{}",
acknowledgement = ack-nhfb,
articleno = "23",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Sharma:2020:IWR,
author = "Surya Sharma and Phillip Jasper and Eric Muth and Adam
Hoover",
title = "The Impact of Walking and Resting on Wrist Motion for
Automated Detection of Meals",
journal = j-TOCH,
volume = "1",
number = "4",
pages = "24:1--24:19",
month = dec,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1145/3407623",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Sun Mar 28 08:09:26 MDT 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3407623",
abstract = "This article considers detecting eating in free-living
humans by tracking wrist motion. We are specifically
interested in the effect of secondary activities that
people conduct while simultaneously eating, such as
walking, watching television, or \ldots{}",
acknowledgement = ack-nhfb,
articleno = "24",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Vargemidis:2020:WPA,
author = "Dimitri Vargemidis and Kathrin Gerling and Katta Spiel
and Vero {Vanden Abeele} and Luc Geurts",
title = "Wearable Physical Activity Tracking Systems for Older
Adults --- a Systematic Review",
journal = j-TOCH,
volume = "1",
number = "4",
pages = "25:1--25:37",
month = dec,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1145/3402523",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Sun Mar 28 08:09:26 MDT 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3402523",
abstract = "Physical activity (PA) positively impacts the quality
of life of older adults, with technology as a promising
factor in maintaining motivation. Within Computer
Science and Engineering, research investigates how to
track PA of older adults for various \ldots{}",
acknowledgement = ack-nhfb,
articleno = "25",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Makitalo:2020:HDM,
author = "Niko M{\"a}kitalo and Daniel Flores-Martin and Huber
Flores and Eemil Lagerspetz and Francois Christophe and
Petri Ihantola and Masiar Babazadeh and Pan Hui and
Juan Manuel Murillo and Sasu Tarkoma and Tommi
Mikkonen",
title = "Human Data Model: Improving Programmability of Health
and Well-Being Data for Enhanced Perception and
Interaction",
journal = j-TOCH,
volume = "1",
number = "4",
pages = "26:1--26:39",
month = dec,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1145/3402524",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Sun Mar 28 08:09:26 MDT 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3402524",
abstract = "Today, an increasing number of systems produce,
process, and store personal and intimate data. Such
data has plenty of potential for entirely new types of
software applications, as well as for improving old
applications, particularly in the domain of \ldots{}",
acknowledgement = ack-nhfb,
articleno = "26",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Kotz:2021:ISI,
author = "David Kotz and Guoliang Xing",
title = "Introduction to the Special Issue on the Wearable
Technologies for Smart Health, {Part 2}",
journal = j-TOCH,
volume = "2",
number = "1",
pages = "1:1--1:2",
month = jan,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1145/3442350",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Sun Mar 28 08:09:27 MDT 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3442350",
acknowledgement = ack-nhfb,
articleno = "1",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Khan:2021:GES,
author = "Aftab Khan and Sebastian Mellor and Rachel King and
Balazs Janko and William Harwin and R. Simon Sherratt
and Ian Craddock and Thomas Pl{\"o}tz",
title = "Generalized and Efficient Skill Assessment from {IMU}
Data with Applications in Gymnastics and Medical
Training",
journal = j-TOCH,
volume = "2",
number = "1",
pages = "2:1--2:21",
month = jan,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1145/3422168",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Sun Mar 28 08:09:27 MDT 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3422168",
abstract = "Human activity recognition is progressing from
automatically determining what a person is doing and
when, to additionally analyzing the quality of these
activities-typically referred to as skill assessment.
In this chapter, we propose a new framework \ldots{}",
acknowledgement = ack-nhfb,
articleno = "2",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Jourdan:2021:PPI,
author = "Theo Jourdan and Antoine Boutet and Amine Bahi and
Carole Frindel",
title = "Privacy-preserving {IoT} Framework for Activity
Recognition in Personal Healthcare Monitoring",
journal = j-TOCH,
volume = "2",
number = "1",
pages = "3:1--3:22",
month = jan,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1145/3416947",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Sun Mar 28 08:09:27 MDT 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3416947",
abstract = "The increasing popularity of wearable consumer
products can play a significant role in the healthcare
sector. The recognition of human activities from IoT is
an important building block in this context. While the
analysis of the generated datastream can \ldots{}",
acknowledgement = ack-nhfb,
articleno = "3",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Khan:2021:PCA,
author = "Aftab Khan and Alexandros Zenonos and Georgios
Kalogridis and Yaowei Wang and Stefanos Vatsikas and
Mahesh Sooriyabandara",
title = "Perception Clusters: Automated Mood Recognition Using
a Novel Cluster-Driven Modelling System",
journal = j-TOCH,
volume = "2",
number = "1",
pages = "4:1--4:16",
month = jan,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1145/3422819",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Sun Mar 28 08:09:27 MDT 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3422819",
abstract = "Automated mood recognition has been studied in recent
times with great emphasis on stress in particular.
Other affective states are also of great importance, as
studying them can help in understanding human
behaviours in more detail. Most of the studies
\ldots{}",
acknowledgement = ack-nhfb,
articleno = "4",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Mauldin:2021:EDL,
author = "Taylor Mauldin and Anne H. Ngu and Vangelis Metsis and
Marc E. Canby",
title = "Ensemble Deep Learning on Wearables Using Small
Datasets",
journal = j-TOCH,
volume = "2",
number = "1",
pages = "5:1--5:30",
month = jan,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1145/3428666",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Sun Mar 28 08:09:27 MDT 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3428666",
abstract = "This article presents an in-depth experimental study
of Ensemble Deep Learning techniques on small datasets
for the analysis of time-series data generated by
wearable devices. Deep Learning networks generally
require large datasets for training. In some \ldots{}",
acknowledgement = ack-nhfb,
articleno = "5",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Chuan:2021:CEC,
author = "Ching-Hua Chuan and Susan Morgan",
title = "Creating and Evaluating Chatbots as Eligibility
Assistants for Clinical Trials: an Active Deep Learning
Approach towards User-centered Classification",
journal = j-TOCH,
volume = "2",
number = "1",
pages = "6:1--6:19",
month = jan,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1145/3403575",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Sun Mar 28 08:09:27 MDT 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3403575",
abstract = "Clinical trials are important tools to improve
knowledge about the effectiveness of new treatments for
all diseases, including cancers. However, studies show
that fewer than 5\% of cancer patients are enrolled in
any type of research study or clinical \ldots{}",
acknowledgement = ack-nhfb,
articleno = "6",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{vanBerkel:2021:DVM,
author = "Niels van Berkel and Omer F. Ahmad and Danail Stoyanov
and Laurence Lovat and Ann Blandford",
title = "Designing Visual Markers for Continuous Artificial
Intelligence Support: a Colonoscopy Case Study",
journal = j-TOCH,
volume = "2",
number = "1",
pages = "7:1--7:24",
month = jan,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1145/3422156",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Sun Mar 28 08:09:27 MDT 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3422156",
abstract = "Colonoscopy, the visual inspection of the large bowel
using an endoscope, offers protection against
colorectal cancer by allowing for the detection and
removal of pre-cancerous polyps. The literature on
polyp detection shows widely varying miss rates
\ldots{}",
acknowledgement = ack-nhfb,
articleno = "7",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Kumar:2021:MWS,
author = "Devender Kumar and Steven Jeuris and Jakob E. Bardram
and Nicola Dragoni",
title = "Mobile and Wearable Sensing Frameworks for {mHealth}
Studies and Applications: a Systematic Review",
journal = j-TOCH,
volume = "2",
number = "1",
pages = "8:1--8:28",
month = jan,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1145/3422158",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Sun Mar 28 08:09:27 MDT 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3422158",
abstract = "With the widespread use of smartphones and wearable
health sensors, a plethora of mobile health (mHealth)
applications to track well-being, run human behavioral
studies, and clinical trials have emerged in recent
years. However, the design, development, \ldots{}",
acknowledgement = ack-nhfb,
articleno = "8",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Hurley:2021:SCO,
author = "Nathan C. Hurley and Erica S. Spatz and Harlan M.
Krumholz and Roozbeh Jafari and Bobak J. Mortazavi",
title = "A Survey of Challenges and Opportunities in Sensing
and Analytics for Risk Factors of Cardiovascular
Disorders",
journal = j-TOCH,
volume = "2",
number = "1",
pages = "9:1--9:42",
month = jan,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1145/3417958",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Sun Mar 28 08:09:27 MDT 2021",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3417958",
abstract = "Cardiovascular disorders cause nearly one in three
deaths in the United States. Short- and long-term care
for these disorders is often determined in short-term
settings. However, these decisions are made with
minimal longitudinal and long-term data. To \ldots{}",
acknowledgement = ack-nhfb,
articleno = "9",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Tran:2021:AGG,
author = "Tung Tran and Ramakanth Kavuluru and Halil Kilicoglu",
title = "Attention-Gated Graph Convolutions for Extracting Drug
Interaction Information from Drug Labels",
journal = j-TOCH,
volume = "2",
number = "2",
pages = "10:1--10:19",
month = mar,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1145/3423209",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:22 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3423209",
abstract = "Preventable adverse events as a result of medical
errors present a growing concern in the healthcare
system. As drug-drug interactions (DDIs) may lead to
preventable adverse events, being able to extract DDIs
from drug labels into a machine-processable \ldots{}",
acknowledgement = ack-nhfb,
articleno = "10",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Chen:2021:ECE,
author = "Dawei Chen and Jiangtao Wang and Wenjie Ruan and Qiang
Ni and Sumi Helal",
title = "Enabling Cost-Effective Population Health Monitoring
By Exploiting Spatiotemporal Correlation: an Empirical
Study",
journal = j-TOCH,
volume = "2",
number = "2",
pages = "11:1--11:19",
month = apr,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1145/3428665",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:22 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3428665",
abstract = "Because of its important role in health
policy-shaping, population health monitoring (PHM) is
considered a fundamental block for public health
services. However, traditional public health data
collection approaches, such as clinic-visit-based data
\ldots{}",
acknowledgement = ack-nhfb,
articleno = "11",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Akbari:2021:DDC,
author = "Ali Akbari and Reese Grimsley and Roozbeh Jafari",
title = "Data-driven Context Detection Leveraging Passively
Sensed Nearables for Recognizing Complex Activities of
Daily Living",
journal = j-TOCH,
volume = "2",
number = "2",
pages = "12:1--12:22",
month = apr,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1145/3428664",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:22 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3428664",
abstract = "Wearable systems have unlocked new sensing paradigms
in various applications such as human activity
recognition, which can enhance effectiveness of mobile
health applications. Current systems using wearables
are not capable of understanding their \ldots{}",
acknowledgement = ack-nhfb,
articleno = "12",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Aziz:2021:OAD,
author = "Md Momin {Al Aziz} and Shahin Kamali and Noman
Mohammed and Xiaoqian Jiang",
title = "Online Algorithm for Differentially Private
Genome-wide Association Studies",
journal = j-TOCH,
volume = "2",
number = "2",
pages = "13:1--13:27",
month = apr,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1145/3431504",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:22 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3431504",
abstract = "Digitization of healthcare records contributed to a
large volume of functional scientific data that can
help researchers to understand the behaviour of many
diseases. However, the privacy implications of this
data, particularly genomics data, have \ldots{}",
acknowledgement = ack-nhfb,
articleno = "13",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Kristiansen:2021:MLS,
author = "Stein Kristiansen and Konstantinos Nikolaidis and
Thomas Plagemann and Vera Goebel and Gunn Marit Traaen
and Britt {\O}verland and Lars Aaker{\o}y and
Tove-Elizabeth Hunt and Jan P{\aa}l Loennechen and
Sigurd Loe Steinshamn and Christina Holt Bendz and
Ole-Gunnar Anfinsen and Lars Gullestad and Harriet
Akre",
title = "Machine Learning for Sleep Apnea Detection with
Unattended Sleep Monitoring at Home",
journal = j-TOCH,
volume = "2",
number = "2",
pages = "14:1--14:25",
month = mar,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1145/3433987",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:22 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3433987",
abstract = "Sleep apnea is a common and strongly under-diagnosed
severe sleep-related respiratory disorder with periods
of disrupted or reduced breathing during sleep. To
diagnose sleep apnea, sleep data are collected with
either polysomnography or polygraphy and \ldots{}",
acknowledgement = ack-nhfb,
articleno = "14",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Wang:2021:SSB,
author = "Xuyu Wang and Runze Huang and Chao Yang and Shiwen
Mao",
title = "Smartphone Sonar-Based Contact-Free Respiration Rate
Monitoring",
journal = j-TOCH,
volume = "2",
number = "2",
pages = "15:1--15:26",
month = mar,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1145/3436822",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:22 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3436822",
abstract = "Vital sign (e.g., respiration rate) monitoring has
become increasingly more important because it offers
useful clues about medical conditions such as sleep
disorders. There is a compelling need for technologies
that enable contact-free and easy \ldots{}",
acknowledgement = ack-nhfb,
articleno = "15",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Verreydt:2021:SPR,
author = "Stef Verreydt and Koen Yskout and Wouter Joosen",
title = "Security and Privacy Requirements for Electronic
Consent: a Systematic Literature Review",
journal = j-TOCH,
volume = "2",
number = "2",
pages = "16:1--16:24",
month = mar,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1145/3433995",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:22 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3433995",
abstract = "Electronic consent (e-consent) has the potential to
solve many paper-based consent approaches. Existing
approaches, however, face challenges regarding privacy
and security. This literature review aims to provide an
overview of privacy and security \ldots{}",
acknowledgement = ack-nhfb,
articleno = "16",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Rissola:2021:SCM,
author = "Esteban A. R{\'\i}ssola and David E. Losada and Fabio
Crestani",
title = "A Survey of Computational Methods for Online Mental
State Assessment on Social Media",
journal = j-TOCH,
volume = "2",
number = "2",
pages = "17:1--17:31",
month = mar,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1145/3437259",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:22 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3437259",
abstract = "Mental state assessment by analysing user-generated
content is a field that has recently attracted
considerable attention. Today, many people are
increasingly utilising online social media platforms to
share their feelings and moods. This provides a
\ldots{}",
acknowledgement = ack-nhfb,
articleno = "17",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Reichert:2021:SAC,
author = "Leonie Reichert and Samuel Brack and Bj{\"O}RN
Scheuermann",
title = "A Survey of Automatic Contact Tracing Approaches Using
{Bluetooth} Low Energy",
journal = j-TOCH,
volume = "2",
number = "2",
pages = "18:1--18:33",
month = mar,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1145/3444847",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:22 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3444847",
abstract = "To combat the ongoing Covid-19 pandemic, many new ways
have been proposed on how to automate the process of
finding infected people, also called contact tracing. A
special focus was put on preserving the privacy of
users. Bluetooth Low Energy as base \ldots{}",
acknowledgement = ack-nhfb,
articleno = "18",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Yarlagadda:2021:SAC,
author = "Sri Kalyan Yarlagadda and Daniel Mas Montserrat and
David G{\"u}era and Carol J. Boushey and Deborah A.
Kerr and Fengqing Zhu",
title = "Saliency-Aware Class-Agnostic Food Image
Segmentation",
journal = j-TOCH,
volume = "2",
number = "3",
pages = "19:1--19:17",
month = jul,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1145/3440274",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:23 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3440274",
abstract = "Advances in image-based dietary assessment methods
have allowed nutrition professionals and researchers to
improve the accuracy of dietary assessment, where
images of food consumed are captured using smartphones
or wearable devices. These images are \ldots{}",
acknowledgement = ack-nhfb,
articleno = "19",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Wan:2021:SBE,
author = "Cheng Wan and Andrew W. Mchill and Elizabeth B.
Klerman and Akane Sano",
title = "Sensor-Based Estimation of Dim Light Melatonin Onset
Using Features of Two Time Scales",
journal = j-TOCH,
volume = "2",
number = "3",
pages = "20:1--20:15",
month = jul,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1145/3447516",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:23 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3447516",
abstract = "Circadian rhythms influence multiple essential
biological activities, including sleep, performance,
and mood. The dim light melatonin onset (DLMO) is the
gold standard for measuring human circadian phase
(i.e., timing). The collection of DLMO is \ldots{}",
acknowledgement = ack-nhfb,
articleno = "20",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Harris:2021:FGS,
author = "Jonathan J. Harris and Ching-Hua Chen and Mohammed J.
Zaki",
title = "A Framework for Generating Summaries from Temporal
Personal Health Data",
journal = j-TOCH,
volume = "2",
number = "3",
pages = "21:1--21:43",
month = jul,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1145/3448672",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:23 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3448672",
abstract = "Although it has become easier for individuals to track
their personal health data (e.g., heart rate, step
count, and nutrient intake data), there is still a wide
chasm between the collection of data and the generation
of meaningful summaries to help \ldots{}",
acknowledgement = ack-nhfb,
articleno = "21",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Wu:2021:EDH,
author = "Wenlong Wu and James M. Keller and Marjorie Skubic and
Mihail Popescu and Kari R. Lane",
title = "Early Detection of Health Changes in the Elderly Using
In-Home Multi-Sensor Data Streams",
journal = j-TOCH,
volume = "2",
number = "3",
pages = "22:1--22:23",
month = jul,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1145/3448671",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:23 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3448671",
abstract = "The rapid aging of the population worldwide requires
increased attention from healthcare providers and the
entire society. For the elderly to live independently,
many health issues related to old age, such as frailty
and risk of falling, need increased \ldots{}",
acknowledgement = ack-nhfb,
articleno = "22",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Wang:2021:CPP,
author = "Chongyang Wang and Temitayo A. Olugbade and Akhil
Mathur and Amanda C. DE C. Williams and Nicholas D.
Lane and Nadia Bianchi-Berthouze",
title = "Chronic Pain Protective Behavior Detection with Deep
Learning",
journal = j-TOCH,
volume = "2",
number = "3",
pages = "23:1--23:24",
month = jul,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1145/3449068",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:23 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3449068",
abstract = "In chronic pain rehabilitation, physiotherapists adapt
physical activity to patients' performance based on
their expression of protective behavior, gradually
exposing them to feared but harmless and essential
everyday activities. As rehabilitation moves \ldots{}",
acknowledgement = ack-nhfb,
articleno = "23",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Chen:2021:FED,
author = "Kun-chih (Jimmy) Chen and Po-Chen Chien and Zi-Jie Gao
and Chi-Hsun Wu",
title = "A Fast {ECG} Diagnosis by Using Non-Uniform Spectral
Analysis and the Artificial Neural Network",
journal = j-TOCH,
volume = "2",
number = "3",
pages = "24:1--24:21",
month = jul,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1145/3453174",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:23 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3453174",
abstract = "The electrocardiogram (ECG) has been proven as an
efficient diagnostic tool to monitor the electrical
activity of the heart and has become a widely used
clinical approach to diagnose heart diseases. In a
practical way, the ECG signal can be decomposed
\ldots{}",
acknowledgement = ack-nhfb,
articleno = "24",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Sweeney:2021:CCH,
author = "Colm Sweeney and Courtney Potts and Edel Ennis and
Raymond Bond and Maurice D. Mulvenna and Siobhan
O'neill and Martin Malcolm and Lauri Kuosmanen and
Catrine Kostenius and Alex Vakaloudis and Gavin
Mcconvey and Robin Turkington and David Hanna and Heidi
Nieminen and Anna-Kaisa Vartiainen and Alison Robertson
and Michael F. Mctear",
title = "Can Chatbots Help Support a {Person}'s Mental Health?
Perceptions and Views from Mental Healthcare
Professionals and Experts",
journal = j-TOCH,
volume = "2",
number = "3",
pages = "25:1--25:15",
month = jul,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1145/3453175",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:23 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3453175",
abstract = "The objective of this study was to understand the
attitudes of professionals who work in mental health
regarding the use of conversational user interfaces, or
chatbots, to support people's mental health and
wellbeing. This study involves an online \ldots{}",
acknowledgement = ack-nhfb,
articleno = "25",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Kyono:2021:TMI,
author = "Trent Kyono and Fiona J. Gilbert and Mihaela {Van Der
Schaar}",
title = "Triage of {$2$D} Mammographic Images Using Multi-view
Multi-task Convolutional Neural Networks",
journal = j-TOCH,
volume = "2",
number = "3",
pages = "26:1--26:24",
month = jul,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1145/3453166",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:23 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3453166",
abstract = "With an aging and growing population, the number of
women receiving mammograms is increasing. However,
existing techniques for autonomous diagnosis do not
surpass a well-trained radiologist. Therefore, to
reduce the number of mammograms that require \ldots{}",
acknowledgement = ack-nhfb,
articleno = "26",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Newaz:2021:SSP,
author = "Akm Iqtidar Newaz and Amit Kumar Sikder and Mohammad
Ashiqur Rahman and A. Selcuk Uluagac",
title = "A Survey on Security and Privacy Issues in Modern
Healthcare Systems: Attacks and Defenses",
journal = j-TOCH,
volume = "2",
number = "3",
pages = "27:1--27:44",
month = jul,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1145/3453176",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:23 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3453176",
abstract = "Recent advancements in computing systems and wireless
communications have made healthcare systems more
efficient than before. Modern healthcare devices can
monitor and manage different health conditions of
patients automatically without any manual \ldots{}",
acknowledgement = ack-nhfb,
articleno = "27",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Malavazos:2021:NRH,
author = "Konstantinos Malavazos and Maria Papadogiorgaki and
Pavlos Malakonakis and Ioannis Papaefstathiou",
title = "Novel Reconfigurable Hardware Systems for Tumor Growth
Prediction",
journal = j-TOCH,
volume = "2",
number = "4",
pages = "28:1--28:27",
month = oct,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1145/3454126",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:24 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3454126",
abstract = "An emerging trend in biomedical systems research is
the development of models that take full advantage of
the increasing available computational power to manage
and analyze new biological data as well as to model
complex biological processes. Such \ldots{}",
acknowledgement = ack-nhfb,
articleno = "28",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Kucukozer-Cavdar:2021:DRM,
author = "Seyma Kucukozer-Cavdar and Tugba Taskaya-Temizel and
Abhinav Mehrotra and Mirco Musolesi and Peter Tino",
title = "Designing Robust Models for Behaviour Prediction Using
Sparse Data from Mobile Sensing: a Case Study of Office
Workers' Availability for Well-being Interventions",
journal = j-TOCH,
volume = "2",
number = "4",
pages = "29:1--29:33",
month = oct,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1145/3458753",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:24 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3458753",
abstract = "Understanding in which circumstances office workers
take rest breaks is important for delivering effective
mobile notifications and make inferences about their
daily lifestyle, e.g., whether they are active and/or
have a sedentary life. Previous studies \ldots{}",
acknowledgement = ack-nhfb,
articleno = "29",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Ali:2021:AHP,
author = "Mohammad Rafayet Ali and Taylan Sen and Qianyi Li and
Raina Langevin and Taylor Myers and E. Ray Dorsey and
Saloni Sharma and Ehsan Hoque",
title = "Analyzing Head Pose in Remotely Collected Videos of
People with {Parkinson}'s Disease",
journal = j-TOCH,
volume = "2",
number = "4",
pages = "30:1--30:13",
month = oct,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1145/3459669",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:24 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3459669",
abstract = "We developed an intelligent web interface that guides
users to perform several Parkinson's disease (PD)
motion assessment tests in front of their webcam. After
gathering data from 329 participants (N = 199 with PD,
N = 130 without PD), we developed a \ldots{}",
acknowledgement = ack-nhfb,
articleno = "30",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Rohani:2021:BUA,
author = "Darius A. Rohani and Maria Faurholt-Jepsen and Lars V.
Kessing and Jakob E. Bardram",
title = "Benefits of Using Activity Recommender Technology for
Self-management of Depressive Symptoms",
journal = j-TOCH,
volume = "2",
number = "4",
pages = "31:1--31:21",
month = oct,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1145/3462212",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:24 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3462212",
abstract = "Behavioral Activation (BA)therapy has shown to be
effective in treating depression. Recommending healthy
activities is a core principle in Behavioral Activation
(BA), which is typically done by the therapist.
However, most BA smartphone applications do \ldots{}",
acknowledgement = ack-nhfb,
articleno = "31",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Bellio:2021:OBA,
author = "Maura Bellio and Dominic Furniss and Neil P. Oxtoby
and Sara Garbarino and Nicholas C. Firth and Annemie
Ribbens and Daniel C. Alexander and Ann Blandford",
title = "Opportunities and Barriers for Adoption of a
Decision-Support Tool for {Alzheimer}'s Disease",
journal = j-TOCH,
volume = "2",
number = "4",
pages = "32:1--32:19",
month = oct,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1145/3462764",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:24 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3462764",
abstract = "Clinical decision-support tools (DSTs) represent a
valuable resource in healthcare. However, lack of Human
Factors considerations and early design research has
often limited their successful adoption. To complement
previous technically focused work, we \ldots{}",
acknowledgement = ack-nhfb,
articleno = "32",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Banerjee:2021:BNE,
author = "Pratyay Banerjee and Kuntal Kumar Pal and Murthy
Devarakonda and Chitta Baral",
title = "Biomedical Named Entity Recognition via Knowledge
Guidance and Question Answering",
journal = j-TOCH,
volume = "2",
number = "4",
pages = "33:1--33:24",
month = oct,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1145/3465221",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:24 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3465221",
abstract = "In this work, we formulated the named entity
recognition (NER) task as a multi-answer knowledge
guided question-answer task (KGQA) and showed that the
knowledge guidance helps to achieve state-of-the-art
results for 11 of 18 biomedical NER datasets. We
\ldots{}",
acknowledgement = ack-nhfb,
articleno = "33",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Santini:2021:OCV,
author = "Simone Santini",
title = "Optimal {COVID-19} Vaccination Strategies with Limited
Vaccine and Delivery Capabilities: a Model Based on
Social Networks",
journal = j-TOCH,
volume = "2",
number = "4",
pages = "34:1--34:16",
month = oct,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1145/3466622",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:24 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3466622",
abstract = "We develop a model of infection spread that takes into
account the existence of a vulnerable group as well as
the variability of the social relations of individuals.
We develop a compartmentalized power-law model, with
power-law connections between the \ldots{}",
acknowledgement = ack-nhfb,
articleno = "34",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Sun:2021:ABD,
author = "Zhaohong Sun and Wei Dong and Jinlong Shi and Kunlun
He and Zhengxing Huang",
title = "Attention-Based Deep Recurrent Model for Survival
Prediction",
journal = j-TOCH,
volume = "2",
number = "4",
pages = "35:1--35:18",
month = oct,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1145/3466782",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:24 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3466782",
abstract = "Survival analysis exhibits profound effects on health
service management. Traditional approaches for survival
analysis have a pre-assumption on the time-to-event
probability distribution and seldom consider sequential
visits of patients on medical \ldots{}",
acknowledgement = ack-nhfb,
articleno = "35",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{BessaDaCosta:2021:PEP,
author = "Anderson {Bessa Da Costa} and Larissa Moreira and
Daniel {Ciampi De Andrade} and Adriano Veloso and Nivio
Ziviani",
title = "Predicting the Evolution of Pain Relief: Ensemble
Learning by Diversifying Model Explanations",
journal = j-TOCH,
volume = "2",
number = "4",
pages = "36:1--36:28",
month = oct,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1145/3466781",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:24 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3466781",
abstract = "Modeling from data usually has two distinct facets:
building sound explanatory models or creating powerful
predictive models for a system or phenomenon. Most of
recent literature does not exploit the relationship
between explanation and prediction while \ldots{}",
acknowledgement = ack-nhfb,
articleno = "36",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Devarakonda:2022:ISI,
author = "Murthy V. Devarakonda and Ellen M. Voorhees",
title = "Introduction to the Special Issue on Computational
Methods for Biomedical {NLP}",
journal = j-TOCH,
volume = "3",
number = "1",
pages = "1:1--1:2",
month = jan,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1145/3492302",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:25 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3492302",
acknowledgement = ack-nhfb,
articleno = "1",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Gu:2022:DSL,
author = "Yu Gu and Robert Tinn and Hao Cheng and Michael Lucas
and Naoto Usuyama and Xiaodong Liu and Tristan Naumann
and Jianfeng Gao and Hoifung Poon",
title = "Domain-Specific Language Model Pretraining for
Biomedical Natural Language Processing",
journal = j-TOCH,
volume = "3",
number = "1",
pages = "2:1--2:23",
month = jan,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1145/3458754",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:25 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3458754",
abstract = "Pretraining large neural language models, such as
BERT, has led to impressive gains on many natural
language processing (NLP) tasks. However, most
pretraining efforts focus on general domain corpora,
such as newswire and Web. A prevailing assumption is
\ldots{}",
acknowledgement = ack-nhfb,
articleno = "2",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Crovari:2022:GCA,
author = "Pietro Crovari and Sara Pid{\`o} and Pietro Pinoli and
Anna Bernasconi and Arif Canakoglu and Franca Garzotto
and Stefano Ceri",
title = "{GeCoAgent}: a Conversational Agent for Empowering
Genomic Data Extraction and Analysis",
journal = j-TOCH,
volume = "3",
number = "1",
pages = "3:1--3:29",
month = jan,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1145/3464383",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:25 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3464383",
abstract = "With the availability of reliable and low-cost DNA
sequencing, human genomics is relevant to a growing
number of end-users, including biologists and
clinicians. Typical interactions require applying
comparative data analysis to huge repositories of
\ldots{}",
acknowledgement = ack-nhfb,
articleno = "3",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Grani:2022:SPH,
author = "Giorgio Grani and Andrea Lenzi and Paola Velardi",
title = "Supporting Personalized Health Care With Social Media
Analytics: an Application to Hypothyroidism",
journal = j-TOCH,
volume = "3",
number = "1",
pages = "4:1--4:28",
month = jan,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1145/3468781",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:25 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3468781",
abstract = "Social media analytics can considerably contribute to
understanding health conditions beyond clinical
practice, by capturing patients' discussions and
feelings about their quality of life in relation to
disease treatments. In this article, we propose a
\ldots{}",
acknowledgement = ack-nhfb,
articleno = "4",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{AlAziz:2022:DPM,
author = "Md Momin {Al Aziz} and Tanbir Ahmed and Tasnia Faequa
and Xiaoqian Jiang and Yiyu Yao and Noman Mohammed",
title = "Differentially Private Medical Texts Generation Using
Generative Neural Networks",
journal = j-TOCH,
volume = "3",
number = "1",
pages = "5:1--5:27",
month = jan,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1145/3469035",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:25 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3469035",
abstract = "Technological advancements in data science have
offered us affordable storage and efficient algorithms
to query a large volume of data. Our health records are
a significant part of this data, which is pivotal for
healthcare providers and can be utilized \ldots{}",
acknowledgement = ack-nhfb,
articleno = "5",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Lee:2022:CEI,
author = "Kahyun Lee and Mehmet Kayaalp and Sam Henry and
{\"O}zlem Uzuner",
title = "A Context-Enhanced De-identification System",
journal = j-TOCH,
volume = "3",
number = "1",
pages = "6:1--6:14",
month = jan,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1145/3470980",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:25 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3470980",
abstract = "Many modern entity recognition systems, including the
current state-of-the-art de-identification systems, are
based on bidirectional long short-term memory (biLSTM)
units augmented by a conditional random field (CRF)
sequence optimizer. These systems \ldots{}",
acknowledgement = ack-nhfb,
articleno = "6",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Tariq:2022:BGB,
author = "Amara Tariq and Marly {Van Assen} and Carlo N. {De
Cecco} and Imon Banerjee",
title = "Bridging the Gap between Structured and Free-form
Radiology Reporting: a Case-study on Coronary {CT}
Angiography",
journal = j-TOCH,
volume = "3",
number = "1",
pages = "7:1--7:20",
month = jan,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1145/3474831",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:25 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3474831",
abstract = "Free-form radiology reports associated with coronary
computed tomography angiography (CCTA) include nuanced
and complicated linguistics to report cardiovascular
disease. Standardization and interpretation of such
reports is crucial for clinical use of \ldots{}",
acknowledgement = ack-nhfb,
articleno = "7",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Bertini:2022:ASC,
author = "Flavio Bertini and Davide Allevi and Gianluca Lutero
and Danilo Montesi and Laura Calz{\`a}",
title = "Automatic Speech Classifier for Mild Cognitive
Impairment and Early Dementia",
journal = j-TOCH,
volume = "3",
number = "1",
pages = "8:1--8:11",
month = jan,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1145/3469089",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:25 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3469089",
abstract = "The World Health Organization estimates that 50
million people are currently living with dementia
worldwide and this figure will almost triple by 2050.
Current pharmacological treatments are only
symptomatic, and drugs or other therapies are
ineffective \ldots{}",
acknowledgement = ack-nhfb,
articleno = "8",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Shojaee:2022:AWT,
author = "Parshin Shojaee and Xiaoyu Chen and Ran Jin",
title = "Adaptively Weighted Top-{$N$} Recommendation for Organ
Matching",
journal = j-TOCH,
volume = "3",
number = "1",
pages = "9:1--9:29",
month = jan,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1145/3469657",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:25 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3469657",
abstract = "Reducing the shortage of organ donations to meet the
demands of patients on the waiting list has being a
major challenge in organ transplantation. Because of
the shortage, organ matching decision is the most
critical decision to assign the limited viable
\ldots{}",
acknowledgement = ack-nhfb,
articleno = "9",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Gaddipati:2022:GAF,
author = "Divya Jyothi Gaddipati and Jayanthi Sivaswamy",
title = "Glaucoma Assessment from Fundus Images with Fundus to
{OCT} Feature Space Mapping",
journal = j-TOCH,
volume = "3",
number = "1",
pages = "10:1--10:15",
month = jan,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1145/3470979",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:25 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3470979",
abstract = "Early detection and treatment of glaucoma is of
interest as it is a chronic eye disease leading to an
irreversible loss of vision. Existing automated systems
rely largely on fundus images for assessment of
glaucoma due to their fast acquisition and cost-.
\ldots{}",
acknowledgement = ack-nhfb,
articleno = "10",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Feiger:2022:EUN,
author = "Bradley Feiger and Erick Lorenzana-Saldivar and Colin
Cooke and Roarke Horstmeyer and Muath Bishawi and Julie
Doberne and G. Chad Hughes and David Ranney and Soraya
Voigt and Amanda Randles",
title = "Evaluation of {U}-Net Based Architectures for
Automatic Aortic Dissection Segmentation",
journal = j-TOCH,
volume = "3",
number = "1",
pages = "11:1--11:16",
month = jan,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1145/3472302",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:25 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3472302",
abstract = "Segmentation and reconstruction of arteries is
important for a variety of medical and engineering
fields, such as surgical planning and physiological
modeling. However, manual methods can be laborious and
subject to a high degree of human variability. In
\ldots{}",
acknowledgement = ack-nhfb,
articleno = "11",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Ding:2022:ABU,
author = "Haoran Ding and Xiao Luo",
title = "Attention-based Unsupervised Keyphrase Extraction and
Phrase Graph for {COVID-19} Medical Literature
Retrieval",
journal = j-TOCH,
volume = "3",
number = "1",
pages = "12:1--12:16",
month = jan,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1145/3473939",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:25 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3473939",
abstract = "Searching, reading, and finding information from the
massive medical text collections are challenging. A
typical biomedical search engine is not feasible to
navigate each article to find critical information or
keyphrases. Moreover, few tools provide a \ldots{}",
acknowledgement = ack-nhfb,
articleno = "12",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Shojaati:2022:DCM,
author = "Narjes Shojaati and Nathaniel D. Osgood",
title = "Dynamic Computational Models and Simulations of the
Opioid Crisis: a Comprehensive Survey",
journal = j-TOCH,
volume = "3",
number = "1",
pages = "13:1--13:25",
month = jan,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1145/3469658",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Tue Mar 1 16:37:25 MST 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3469658",
abstract = "Opioids have been shown to temporarily reduce the
severity of pain when prescribed for medical purposes.
However, opioid analgesics can also lead to severe
adverse physical and psychological effects or even
death through misuse, abuse, short- or long-term
\ldots{}",
acknowledgement = ack-nhfb,
articleno = "13",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Slijepcevic:2022:EML,
author = "Djordje Slijepcevic and Fabian Horst and Sebastian
Lapuschkin and Brian Horsak and Anna-Maria Raberger and
Andreas Kranzl and Wojciech Samek and Christian
Breiteneder and Wolfgang Immanuel Sch{\"o}llhorn and
Matthias Zeppelzauer",
title = "Explaining Machine Learning Models for Clinical Gait
Analysis",
journal = j-TOCH,
volume = "3",
number = "2",
pages = "14:1--14:27",
month = apr,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1145/3474121",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Fri May 27 14:58:27 MDT 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3474121",
abstract = "Machine Learning (ML) is increasingly used to support
decision-making in the healthcare sector. While ML
approaches provide promising results with regard to
their classification performance, most share a central
limitation, their black-box character. This \ldots{}",
acknowledgement = ack-nhfb,
articleno = "14",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Gao:2022:ERR,
author = "Ye Gao and Asif Salekin and Kristina Gordon and Karen
Rose and Hongning Wang and John Stankovic",
title = "Emotion Recognition Robust to Indoor Environmental
Distortions and Non-targeted Emotions Using
Out-of-distribution Detection",
journal = j-TOCH,
volume = "3",
number = "2",
pages = "15:1--15:22",
month = apr,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1145/3492300",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Fri May 27 14:58:27 MDT 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3492300",
abstract = "The rapid development of machine learning on acoustic
signal processing has resulted in many solutions for
detecting emotions from speech. Early works were
developed for clean and acted speech and for a fixed
set of emotions. Importantly, the datasets and
\ldots{}",
acknowledgement = ack-nhfb,
articleno = "15",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Rahman:2022:MMT,
author = "Md Juber Rahman and Bashir I. Morshed",
title = "A Minimalist Method Toward Severity Assessment and
Progression Monitoring of Obstructive Sleep Apnea on
the Edge",
journal = j-TOCH,
volume = "3",
number = "2",
pages = "16:1--16:16",
month = apr,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1145/3479432",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Fri May 27 14:58:27 MDT 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3479432",
abstract = "Artificial Intelligence-enabled applications on edge
devices have the potential to revolutionize disease
detection and monitoring in future smart health
(sHealth) systems. In this study, we investigated a
minimalist approach for the severity \ldots{}",
acknowledgement = ack-nhfb,
articleno = "16",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Kassaie:2022:CAC,
author = "Besat Kassaie and Elizabeth L. Irving and Frank Wm.
Tompa",
title = "Computer-Assisted Cohort Identification in Practice",
journal = j-TOCH,
volume = "3",
number = "2",
pages = "17:1--17:28",
month = apr,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1145/3483411",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Fri May 27 14:58:27 MDT 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3483411",
abstract = "The standard approach to expert-in-the-loop machine
learning is active learning, where, repeatedly, an
expert is asked to annotate one or more records and the
machine finds a classifier that respects all
annotations made until that point. We propose an
\ldots{}",
acknowledgement = ack-nhfb,
articleno = "17",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Zhang:2022:APG,
author = "Junqian Zhang and Yingming Sun and Hongen Liao and
Jian Zhu and Yuan Zhang",
title = "Automatic Parotid Gland Segmentation in {MVCT} Using
Deep Convolutional Neural Networks",
journal = j-TOCH,
volume = "3",
number = "2",
pages = "18:1--18:15",
month = apr,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1145/3485278",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Fri May 27 14:58:27 MDT 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3485278",
abstract = "Radiation-induced xerostomia, as a major problem in
radiation treatment of the head and neck cancer, is
mainly due to the overdose irradiation injury to the
parotid glands. Helical Tomotherapy-based megavoltage
computed tomography (MVCT) imaging during \ldots{}",
acknowledgement = ack-nhfb,
articleno = "18",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Burrello:2022:ETC,
author = "Alessio Burrello and Daniele Jahier Pagliari and
Pierangelo Maria Rapa and Matilde Semilia and Matteo
Risso and Tommaso Polonelli and Massimo Poncino and
Luca Benini and Simone Benatti",
title = "Embedding Temporal Convolutional Networks for
Energy-efficient {PPG}-based Heart Rate Monitoring",
journal = j-TOCH,
volume = "3",
number = "2",
pages = "19:1--19:25",
month = apr,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1145/3487910",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Fri May 27 14:58:27 MDT 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3487910",
abstract = "Photoplethysmography (PPG) sensors allow for
non-invasive and comfortable heart rate (HR)
monitoring, suitable for compact wrist-worn devices.
Unfortunately, motion artifacts (MAs) severely impact
the monitoring accuracy, causing high variability in
the \ldots{}",
acknowledgement = ack-nhfb,
articleno = "19",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Kumar:2022:MCA,
author = "Devender Kumar and Raju Maharjan and Alban Maxhuni and
Helena Dominguez and Anne Fr{\o}lich and Jakob E.
Bardram",
title = "{mCardia}: a Context-Aware {ECG} Collection System for
Ambulatory Arrhythmia Screening",
journal = j-TOCH,
volume = "3",
number = "2",
pages = "20:1--20:28",
month = apr,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1145/3494581",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Fri May 27 14:58:27 MDT 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3494581",
abstract = "This article presents the design, technical
implementation, and feasibility evaluation of mCardia
-a context-aware, mobile electrocardiogram (ECG)
collection system for longitudinal arrhythmia screening
under free-living conditions. Along with ECG, mCardia.
\ldots{}",
acknowledgement = ack-nhfb,
articleno = "20",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Shen:2022:MAH,
author = "Cong Shen and Zhaozhi Qian and Alihan Huyuk and
Mihaela Van Der Schaar",
title = "{MARS}: Assisting Human with Information Processing
Tasks Using Machine Learning",
journal = j-TOCH,
volume = "3",
number = "2",
pages = "21:1--21:19",
month = apr,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1145/3494582",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Fri May 27 14:58:27 MDT 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3494582",
abstract = "This article studies the problem of automated
information processing from large volumes of
unstructured, heterogeneous, and sometimes
untrustworthy data sources. The main contribution is a
novel framework called Machine Assisted Record
Selection (MARS). \ldots{}",
acknowledgement = ack-nhfb,
articleno = "21",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Fu:2022:SLR,
author = "Yu Fu and Yan Hu and Veronica Sundstedt",
title = "A Systematic Literature Review of Virtual, Augmented,
and Mixed Reality Game Applications in Healthcare",
journal = j-TOCH,
volume = "3",
number = "2",
pages = "22:1--22:27",
month = apr,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1145/3472303",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Fri May 27 14:58:27 MDT 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3472303",
abstract = "Virtual reality, augmented reality, and mixed reality
(VR/AR/MR) as information and communication
technologies have been recognised and implemented in
healthcare in recent years. One of the popular
application ways is games, due to the potential
benefits \ldots{}",
acknowledgement = ack-nhfb,
articleno = "22",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Pourebadi:2022:FEM,
author = "Maryam Pourebadi and Laurel D. Riek",
title = "Facial Expression Modeling and Synthesis for Patient
Simulator Systems: Past, Present, and Future",
journal = j-TOCH,
volume = "3",
number = "2",
pages = "23:1--23:32",
month = apr,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1145/3483598",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Fri May 27 14:58:27 MDT 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3483598",
abstract = "Clinical educators have used robotic and virtual
patient simulator systems (RPS) for dozens of years, to
help clinical learners (CL) gain key skills to help
avoid future patient harm. These systems can simulate
human physiological traits; however, they \ldots{}",
acknowledgement = ack-nhfb,
articleno = "23",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Hussain:2022:NIT,
author = "Zawar Hussain and Quan Z. Sheng and Wei Emma Zhang and
Jorge Ortiz and Seyedamin Pouriyeh",
title = "Non-invasive Techniques for Monitoring Different
Aspects of Sleep: a Comprehensive Review",
journal = j-TOCH,
volume = "3",
number = "2",
pages = "24:1--24:26",
month = apr,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1145/3491245",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Fri May 27 14:58:27 MDT 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3491245",
abstract = "Quality sleep is very important for a healthy life.
Nowadays, many people around the world are not getting
enough sleep, which has negative impacts on their
lifestyles. Studies are being conducted for sleep
monitoring and better understanding sleep \ldots{}",
acknowledgement = ack-nhfb,
articleno = "24",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
@Article{Marshall:2022:SHF,
author = "Jermaine Marshall and Priscilla Jimenez-Pazmino and
Ronald Metoyer and Nitesh V. Chawla",
title = "A Survey on Healthy Food Decision Influences Through
Technological Innovations",
journal = j-TOCH,
volume = "3",
number = "2",
pages = "25:1--25:27",
month = apr,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1145/3494580",
ISSN = "2691-1957 (print), 2637-8051 (electronic)",
ISSN-L = "2691-1957",
bibdate = "Fri May 27 14:58:27 MDT 2022",
bibsource = "http://www.math.utah.edu/pub/tex/bib/toch.bib",
URL = "https://dl.acm.org/doi/10.1145/3494580",
abstract = "It is well known that unhealthy food consumption plays
a significant role in dietary and lifestyle-related
diseases. Therefore, it is important for researchers to
examine methods that may encourage the consumer to
consider healthier dietary and lifestyle \ldots{}",
acknowledgement = ack-nhfb,
articleno = "25",
fjournal = "ACM Transactions on Computing for Healthcare
(HEALTH)",
journal-URL = "https://dl.acm.org/loi/health",
}
