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Automatic Near Real-Time Outlier Detection and Correction in Cardiac Interbeat Interval Series for Heart Rate Variability Analysis: Singular Spectrum Analysis-Based Approach

Automatic Near Real-Time Outlier Detection and Correction in Cardiac Interbeat Interval Series for Heart Rate Variability Analysis: Singular Spectrum Analysis-Based Approach

While, ideally, all components of an R-R series originate from the SA node, the actual R-R series in both healthy and diseased subjects are contaminated by outliers due to artifacts and heart rhythm disturbances such as ectopic beats (ie, heart beats whose

Michael Lang

JMIR Biomed Eng 2019;4(1):e10740

Electronic Health Interventions for Preventing and Treating Negative Psychological Sequelae Resulting From Pediatric Medical Conditions: Systematic Review

Electronic Health Interventions for Preventing and Treating Negative Psychological Sequelae Resulting From Pediatric Medical Conditions: Systematic Review

Although these interventions were based primarily on a CBT framework, interventions were multifaceted and included problem-solving elements and educational elements.Parent-Child Interaction TherapyA single intervention, developed by Raj et al, was based in

Ashley Brook McGar, Christine Kindler, Meghan Marsac

JMIR Pediatr Parent 2019;2(2):e12427

Youth Mental Health Services Utilization Rates After a Large-Scale Social Media Campaign: Population-Based Interrupted Time-Series Analysis

Youth Mental Health Services Utilization Rates After a Large-Scale Social Media Campaign: Population-Based Interrupted Time-Series Analysis

First initiated in February 2011 and led by the Canadian telecommunications company Bell Canada, the Bell Let’s Talk campaign has become a yearly event that draws significant volumes of social media traffic related to mental health and stigma awareness.

Richard G Booth, Britney N Allen, Krista M Bray Jenkyn, Lihua Li, Salimah Z Shariff

JMIR Ment Health 2018;5(2):e27

Novel Use of a Smartphone to Measure Standing Balance

Novel Use of a Smartphone to Measure Standing Balance

Once the corrected value was applied, the magnitude of the resultant vector (R) was calculated for each of the 420-450 measurements as sqrt(x_corr2+ y_corr2+ z_corr2). The metric mean R is the average magnitude of the 420-450 resultant vectors.

Nirtal Shah, Rosanne Aleong, Ivan So

JMIR Rehabil Assist Technol 2016;3(1):e4

Natural Language Processing Reveals Vulnerable Mental Health Support Groups and Heightened Health Anxiety on Reddit During COVID-19: Observational Study

Natural Language Processing Reveals Vulnerable Mental Health Support Groups and Heightened Health Anxiety on Reddit During COVID-19: Observational Study

Using k-means clustering, analysis of themes present in r/Anxiety, r/Depression, and r/PTSD found that the r/Anxiety and r/PTSD subreddits shared more common terms with each other than with the r/Depression subreddit [13].Reddit can also help monitor discussions

Daniel M Low, Laurie Rumker, Tanya Talkar, John Torous, Guillermo Cecchi, Satrajit S Ghosh

J Med Internet Res 2020;22(10):e22635

Discrepancies in Demand of Internet of Things Services Among Older People and People With Disabilities, Their Caregivers, and Health Care Providers: Face-to-Face Survey Study

Discrepancies in Demand of Internet of Things Services Among Older People and People With Disabilities, Their Caregivers, and Health Care Providers: Face-to-Face Survey Study

; Smart home SOS bell; Front door smart sensor; Voice-recognition front door lockSafetyIoT-based power-system protection device; IoT-based smart gas monitoring; GPS trackers; Gas-valve remote control; Track use of smart water purifierHealth careSmart home air

Heayon Lee, Yu Rang Park, Hae-Reong Kim, Na Young Kang, Gahee Oh, Il-Young Jang, Eunju Lee

J Med Internet Res 2020;22(4):e16614