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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


Comorbidity Structure of Psychological Disorders in the Online e-PASS Data as Predictors of Psychosocial Adjustment Measures: Psychological Distress, Adequate Social Support, Self-Confidence, Quality of Life, and Suicidal Ideation

Comorbidity Structure of Psychological Disorders in the Online e-PASS Data as Predictors of Psychosocial Adjustment Measures: Psychological Distress, Adequate Social Support, Self-Confidence, Quality of Life, and Suicidal Ideation

The number of diagnoses was significantly and positively correlated with the psychological distress Kessler-6 total score (r=.54, P<.001), negatively with quality of life (r=–.32, P<.001), negatively with self-confidence (r=–.29, P<.001), and negatively

Ali M AL-Asadi, Britt Klein, Denny Meyer

J Med Internet Res 2014;16(10):e248


Understanding Smart Home Sensor Data for Ageing in Place Through Everyday Household Routines: A Mixed Method Case Study

Understanding Smart Home Sensor Data for Ageing in Place Through Everyday Household Routines: A Mixed Method Case Study

Elizabeth, a widowed housewife, is very busy but has a regular routine. Elizabeth attends bridge club 3 times a week. She also meets up with her daughter at least once a week. At home, she is very busy cooking and housekeeping.

Yasmin van Kasteren, Dana Bradford, Qing Zhang, Mohan Karunanithi, Hang Ding

JMIR Mhealth Uhealth 2017;5(6):e52


Posttreatment Attrition and Its Predictors, Attrition Bias, and Treatment Efficacy of the Anxiety Online Programs

Posttreatment Attrition and Its Predictors, Attrition Bias, and Treatment Efficacy of the Anxiety Online Programs

The fourth outcome measure was the total score on the Kessler-6. The Kessler-6 consists of 6 items measured on a 5-point Likert scale measuring nonspecific psychological distress over the past 30 days.

Ali M AL-Asadi, Britt Klein, Denny Meyer

J Med Internet Res 2014;16(10):e232


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


Implementing mHealth Apps for Child Developmental Screenings: Opportunities and Challenges

Implementing mHealth Apps for Child Developmental Screenings: Opportunities and Challenges

States2School of MedicineIndiana UniversityIndianapolis, INUnited States3BabyNogginSan Francisco, CAUnited StatesCorresponding Author: Andrew Miller andrewm@iupui.eduJul-Dec20181709201842e117872820182982018©Andrew Miller, Katie Swec, Sarah Watkins, Elizabeth

Andrew Miller, Katie Swec, Sarah Watkins, Elizabeth Chen, Alison Paul, Jordan Huskins, Jin Lee, Nerissa Bauer

iproc 2018;4(2):e11787