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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

Assessing Suicide Risk and Emotional Distress in Chinese Social Media: A Text Mining and Machine Learning Study

Assessing Suicide Risk and Emotional Distress in Chinese Social Media: A Text Mining and Machine Learning Study

R version 3.0.0 (The R Project for Statistical Computing) with package “e1071” was used to conduct SVM training [42].Furthermore, since our previous examination found that exhibiting WSC can be explained by suicidal ideation and negative affectivity [22], we

Qijin Cheng, Tim MH Li, Chi-Leung Kwok, Tingshao Zhu, Paul SF Yip

J Med Internet Res 2017;19(7):e243

Weight Loss After Stroke Through an Intensive Lifestyle Intervention (Group Lifestyle Balance-Cerebrovascular Accident): Protocol for a Randomized Controlled Trial

Weight Loss After Stroke Through an Intensive Lifestyle Intervention (Group Lifestyle Balance-Cerebrovascular Accident): Protocol for a Randomized Controlled Trial

Human subjects approval has been received by the Baylor Scott and White Research Institute Institutional Review Board (018-714); the study has been registered on ClinicalTrials.gov (NCT03873467).

Simon Driver, Chad Swank, Katherine Froehlich-Grobe, Evan McShan, Stephanie Calhoun, Monica Bennett

JMIR Res Protoc 2019;8(10):e14338

Measuring Audience Engagement for Public Health Twitter Chats: Insights From #LiveFitNOLA

Measuring Audience Engagement for Public Health Twitter Chats: Insights From #LiveFitNOLA

An annotated and editable R code is in Multimedia Appendix 2, and can be used to collect hashtag-based tweet transcripts from Symplur.

Kristina M Rabarison, Merriah A Croston, Naomi K Englar, Connie L Bish, Shelbi M Flynn, Carolyn C Johnson

JMIR Public Health Surveill 2017;3(2):e34

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

Health Information Brokers in the General Population: An Analysis of the Health Information National Trends Survey 2013-2014

Health Information Brokers in the General Population: An Analysis of the Health Information National Trends Survey 2013-2014

health information to a mobile device, tracking personal health information, and communicating online with a doctor or with personnel in the doctor’s office.Data AnalysesAnalysis of the complex survey data was conducted using SAS 9.3 and the survey package for R

Sarah L Cutrona, Kathleen M Mazor, Amenah A Agunwamba, Sruthi Valluri, Patrick M Wilson, Rajani S Sadasivam, Lila J Finney Rutten

J Med Internet Res 2016;18(6):e123

Intimate Partner Violence and Electronic Health Interventions: Systematic Review and Meta-Analysis of Randomized Trials

Intimate Partner Violence and Electronic Health Interventions: Systematic Review and Meta-Analysis of Randomized Trials

sheltersemail modules with IPV support (arm 1) or face-to-face modules with IPV support (arm 2)Standard careAnxiety (PROMISh)Stevens [29]US25310029.26Women at pediatric emergency departments who screened positive for IPVTelephone supportStandard careIPV (CASi; WEB)Braithwaite

Ditte S Linde, Aleksandra Bakiewicz, Anne Katrine Normann, Nina Beck Hansen, Andreas Lundh, Vibeke Rasch

J Med Internet Res 2020;22(12):e22361

Global Research on Coronaviruses: An R Package

Global Research on Coronaviruses: An R Package

Second, the convergence in coding languages, in particular functional languages such as R (R Foundation for Statistical Computing), Python (Python Software Foundation), or Julia, has helped facilitate the communications between researchers.

Thierry Warin

J Med Internet Res 2020;22(8):e19615

Evaluating Patient Perspectives of Provider Professionalism on Twitter in an Academic Obstetrics and Gynecology Clinic: Patient Survey

Evaluating Patient Perspectives of Provider Professionalism on Twitter in an Academic Obstetrics and Gynecology Clinic: Patient Survey

Twitter does not allow the creation of multiple profiles with the exact same name, thus the female provider profiles had three permutations of a similar first name but the same last name (Ashley, Ashlee, and Ashleigh Scott, MD).

Rosalyn E Maben-Feaster, R Brent Stansfield, AnneMarie Opipari, Maya M Hammoud

J Med Internet Res 2018;20(3):e78