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EpxMedTracking: Feasibility Evaluation of an SMS-Based Medication Adherence Tracking System in Community Practice

Christopher Tricarico, Robert Peters, Avik Som, Kavon Javaherian, Will Ross

JMIR Res Protoc 2017;6(5):e87

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A Novel Approach for Continuous Health Status Monitoring and Automatic Detection of Infection Incidences in People With Type 1 Diabetes Using Machine Learning Algorithms (Part 2): A Personalized Digital Infectious Disease Detection Mechanism

The reconstruction-based method includes principal component analysis (PCA) [12,32], K-means [32], self-organizing maps (SOM) [12,32], and auto-encoder networks [12].

Ashenafi Zebene Woldaregay, Ilkka Kalervo Launonen, David Albers, Jorge Igual, Eirik Årsand, Gunnar Hartvigsen

J Med Internet Res 2020;22(8):e18912

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Classification and Prediction of Violence Against Chinese Medical Staff on the Sina Microblog Based on a Self-Organizing Map: Quantitative Study

In relation to this issue, we took violent incidents against Chinese medical staff as the research object and applied two methods—the self-organizing map (SOM) neural network and function fitting—to conduct a quantitative study.

Guimin Duan, Xin Liao, Weiping Yu, Guihua Li

J Med Internet Res 2020;22(5):e13294

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Use of Virtual Reality to Assess Dynamic Posturography and Sensory Organization: Instrument Validation Study

stable surfaceStable virtual surround on a stable surfaceVisc–Somd–VeseSOT 2Eyes closed on a stable surfaceBlacked out environment on a stable surfaceSom–VesSOT 3Eyes opened with a sway-referenced surroundHead-referenced virtual surround on a stable surfaceVis–Som–VesSOT

Matthew William Wittstein, Anthony Crider, Samantha Mastrocola, Mariana Guerena Gonzalez

JMIR Serious Games 2020;8(4):e19580

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A Novel Patient Engagement Platform Using Accessible Text Messages and Calls (Epharmix): Feasibility Study

Avik Som, Kunjan Patel, Eric Sink, Robert Mattson Peters, Kavon Javaherian, Jacob Groenendyk, Tonya An, Zhuchen Xu, Gregory M Polites, Melvin Blanchard, Will Ross

JMIR Form Res 2017;1(1):e2

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Improving Glycemic Control With a Standardized Text-Message and Phone-Based Intervention: A Community Implementation

Robert Mattson Peters, Matt Lui, Kunjan Patel, Lewis Tian, Kavon Javaherian, Eric Sink, Ran Xu, Zhuchen Xu, Wint Aung, Li Zhou, Justin Huynh, Gregory Polites, Melvin Blanchard, Avik Som, Will Ross, Carlos Bernal-Mizrachi

JMIR Diabetes 2017;2(2):e15

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Characteristics of Neuropsychiatric Mobile Health Trials: Cross-Sectional Analysis of Studies Registered on ClinicalTrials.gov

A statistical analysis was conducted in the R programming environment (version R 3.6.1; The R Foundation).Per the self-documentation form from the New York University (NYU) School of Medicine (SOM), the research did not involve human subjects.

Mia Tova Minen, Julia Frederica Reichel, Pallavi Pemmireddy, Elizabeth Loder, John Torous

JMIR Mhealth Uhealth 2020;8(8):e16180

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Current Status and Future Challenges of Sleep Monitoring Systems: Systematic Review

The Kohonen self-organized map (SOM) [116] was used to classify the signal segments into 3 sleep phases: deep or paradoxal sleep (R, N3), agitated or light sleep (N1, N2), and awake phase (W).

Qiang Pan, Damien Brulin, Eric Campo

JMIR Biomed Eng 2020;5(1):e20921

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The Trendelenburg Position and Cognitive Decline: A Case-Control Interventional Study Involving Healthy Volunteers

spent in the Trendelenburg position on cognitive function.MethodsEthics ApprovalThis case-controlled interventional study involving healthy volunteers was reviewed and approved by the University of Nottingham Research Ethics Committee (reference #: N14082014 SoM

Parveen Vitish-Sharma, Charles Maxwell-Armstrong, Boliang Guo, Crystal Yick, Austin G Acheson

JMIR Perioper Med 2019;2(1):e11219

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The Telemedicine for Patients With Inflammatory Bowel Disease (TELE-IBD) Clinical Trial: Qualitative Assessment of Participants’ Perceptions

However, this should not be interpreted as a recommendation to switch entirely to an email system as others felt strongly that current delivery method was effective.Depression or Mood EffectThe UM-SOM TELE-IBD team (RC, KR, CQ) found that depression correlates

Charlene Connolly Quinn, Sarah Chard, Erin G Roth, J Kevin Eckert, Katharine M Russman, Raymond K Cross

J Med Internet Res 2019;21(6):e14165

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