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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

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

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

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

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

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

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

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

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

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

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

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