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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

A Predictive Model for Clinical Asthma Exacerbations Using Albuterol eMDPI (ProAir Digihaler): A Twelve-Week, Open-Label Study

A Predictive Model for Clinical Asthma Exacerbations Using Albuterol eMDPI (ProAir Digihaler): A Twelve-Week, Open-Label Study

tevapharm.comGranovskyLenaPhD2LiThomasPhD3ReichMichaelPhD2CohenShaharPhD4HadarYonatanMSc4PleasantsRoyPharmD5ChrystynHenryMPharm, PhD6HillTanishaPhD3DePietroMichaelMD31Teva Pharmaceutical IndustriesAmsterdamNetherlands2Teva PharmaceuticalsPetah TikvaIsrael3Teva Branded Pharmaceuticals R&

Guilherme Safioti, Lena Granovsky, Thomas Li, Michael Reich, Shahar Cohen, Yonatan Hadar, Roy Pleasants, Henry Chrystyn, Tanisha Hill, Michael DePietro

iproc 2019;5(1):e15173

Data-Driven Personalization of a Physiotherapy Care Pathway: Case Study of Posture Scanning

Data-Driven Personalization of a Physiotherapy Care Pathway: Case Study of Posture Scanning

We used a storyboard to illustrate the roles of the different stakeholders and the posture scanning in the physiotherapy care pathway using a fictional persona, a health care user named Michael.

Olli Korhonen, Karin Väyrynen, Tino Krautwald, Glenn Bilby, Hedwig Anna Theresia Broers, Guido Giunti, Minna Isomursu

JMIR Rehabil Assist Technol 2020;7(2):e18508

Benefits of Mobile Phone Technology for Personal Environmental Monitoring

Benefits of Mobile Phone Technology for Personal Environmental Monitoring

The effect of the characteristics on the performance of the algorithm was assessed by comparing the agreement between abovementioned characteristics using Kruskal-Wallis rank sum test.All analyses were conducted during 2014-2015, using R 3.1.3 (The R Foundation

David Donaire-Gonzalez, Antònia Valentín, Audrey de Nazelle, Albert Ambros, Glòria Carrasco-Turigas, Edmund Seto, Michael Jerrett, Mark J Nieuwenhuijsen

JMIR Mhealth Uhealth 2016;4(4):e126

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 Behavior Theory in Physical Activity Game Apps: A Content Analysis

Health Behavior Theory in Physical Activity Game Apps: A Content Analysis

The definition for serious game was taken from definitions provided by Michael and Chen [1] and Shegog [19] and required that the app was primarily intended to educate, rather than entertain, as well as change a health behavior; additionally, each app needed

Hannah E Payne, Victor BA Moxley, Elizabeth MacDonald

JMIR Serious Games 2015;3(2):e4

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

Transmission Dynamics of the COVID-19 Epidemic at the District Level in India: Prospective Observational Study

Transmission Dynamics of the COVID-19 Epidemic at the District Level in India: Prospective Observational Study

Further, the serial interval data were fitted to weibull, log-normal, log-logistic, and generalized gamma distributions using the Flexsurv package in R software version 4.0.0 [18].

Suman Saurabh, Mahendra Kumar Verma, Vaishali Gautam, Nitesh Kumar, Akhil Dhanesh Goel, Manoj Kumar Gupta, Pankaj Bhardwaj, Sanjeev Misra

JMIR Public Health Surveill 2020;6(4):e22678

Innovation in Pediatric Medical Devices: Proceedings From The West Coast Consortium for Technology & Innovation in Pediatrics 2019 Annual Stakeholder Summit

Innovation in Pediatric Medical Devices: Proceedings From The West Coast Consortium for Technology & Innovation in Pediatrics 2019 Annual Stakeholder Summit

EngineeringSteering committeeGrossman, ElissaAssociate Professor of Clinical EntrepreneurshipUSC Marshall School of BusinessSteering committeeRichmond, FrancesChair, Department of Regulatory and Quality SciencesUSC School of PharmacySteering committeeKhoo, Michael

Juan Espinoza, Kathryne Cooper, Nadine Afari, Payal Shah, Sriharinarayana Batchu, Yaniv Bar-Cohen

JMIR Biomed Eng 2020;5(1):e17467