New Methods

Sentiment Analysis of Insomnia-Related Tweets via a Combination of Transformers Using Dempster-Shafer Theory: Pre– and Peri–COVID-19 Pandemic Retrospective Study

Arash Maghsoudi, Sara Nowakowski, Ritwick Agrawal, Amir Sharafkhaneh, Mark E Kunik, Aanand D Naik, Hua Xu, Javad Razjouyan

J Med Internet Res 2022 (Dec 27); 24(12):e41517

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Predicting Publication of Clinical Trials Using Structured and Unstructured Data: Model Development and Validation Study

Siyang Wang, Simon Šuster, Timothy Baldwin, Karin Verspoor

J Med Internet Res 2022 (Dec 23); 24(12):e38859

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Association Between Acoustic Features and Neuropsychological Test Performance in the Framingham Heart Study: Observational Study

Huitong Ding, Amiya Mandapati, Cody Karjadi, Ting Fang Alvin Ang, Sophia Lu, Xiao Miao, James Glass, Rhoda Au, Honghuang Lin

J Med Internet Res 2022 (Dec 22); 24(12):e42886

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Analysis of Patient Cues in Asynchronous Health Interactions: Pilot Study Combining Empathy Appraisal and Systemic Functional Linguistics

Elena Rey Velasco, Hanne Sæderup Pedersen, Timothy Skinner, Impact Diabetes B2B Collaboration Group

JMIR Form Res 2022 (Dec 20); 6(12):e40058

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Using Vocal Characteristics To Classify Psychological Distress in Adult Helpline Callers: Retrospective Observational Study

Ravi Iyer, Maja Nedeljkovic, Denny Meyer

JMIR Form Res 2022 (Dec 19); 6(12):e42249

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Using a Proximity-Detection Technology to Nudge for Physical Distancing in a Swedish Workplace During the COVID-19 Pandemic: Retrospective Case Study

My Villius Zetterholm, Lina Nilsson, Päivi Jokela

JMIR Form Res 2022 (Dec 12); 6(12):e39570

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Fitbits for Monitoring Depressive Symptoms in Older Aged Persons: Qualitative Feasibility Study

Fiza Mughal, William Raffe, Peter Stubbs, Ian Kneebone, Jaime Garcia

JMIR Form Res 2022 (Nov 29); 6(11):e33952

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A Telemedicine Platform for Aphasia: Protocol for a Development and Usability Study

Monara Nunes, Ariel Soares Teles, Daniel Farias, Claudia Diniz, Victor Hugo Bastos, Silmar Teixeira

JMIR Res Protoc 2022 (Nov 24); 11(11):e40603

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Association of Continuously Measured Vital Signs With Respiratory Insufficiency in Hospitalized COVID-19 Patients: Retrospective Cohort Study

Harriet M R van Goor, Lisette M Vernooij, Martine J M Breteler, Cor J Kalkman, Karin A H Kaasjager, Kim van Loon

Interact J Med Res 2022 (Nov 23); 11(2):e40289

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Detection of Mental Fatigue in the General Population: Feasibility Study of Keystroke Dynamics as a Real-world Biomarker

Alejandro Acien, Aythami Morales, Ruben Vera-Rodriguez, Julian Fierrez, Ijah Mondesire-Crump, Teresa Arroyo-Gallego

JMIR Biomed Eng 2022 (Nov 21); 7(2):e41003

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Digital Tools Designed to Obtain the History of Present Illness From Patients: Scoping Review

Carl T Berdahl, Andrew J Henreid, Joshua M Pevnick, Kai Zheng, Teryl K Nuckols

J Med Internet Res 2022 (Nov 17); 24(11):e36074

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Recruitment and Retention in Remote Research: Learnings From a Large, Decentralized Real-world Study

Sophia Xueying Li, Ramzi Halabi, Rahavi Selvarajan, Molly Woerner, Isabell Griffith Fillipo, Sreya Banerjee, Brittany Mosser, Felipe Jain, Patricia Areán, Abhishek Pratap

JMIR Form Res 2022 (Nov 14); 6(11):e40765

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Shared Autonomy to Reduce Sedentary Behavior Among Sit-Stand Desk Users in the United States and India: Web-Based Study

Lawrence H Kim, Gourab Saha, Annel Amelia Leon, Abby C King, Matthew Louis Mauriello, Pablo E Paredes

JMIR Form Res 2022 (Nov 09); 6(11):e35447

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Examining Analytic Practices in Latent Dirichlet Allocation Within Psychological Science: Scoping Review

Lauryn J Hagg, Stephanie S Merkouris, Gypsy A O’Dea, Lauren M Francis, Christopher J Greenwood, Matthew Fuller-Tyszkiewicz, Elizabeth M Westrupp, Jacqui A Macdonald, George J Youssef

J Med Internet Res 2022 (Nov 08); 24(11):e33166

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The Use of Smartphone Keystroke Dynamics to Passively Monitor Upper Limb and Cognitive Function in Multiple Sclerosis: Longitudinal Analysis

Ka-Hoo Lam, James Twose, Birgit Lissenberg-Witte, Giovanni Licitra, Kim Meijer, Bernard Uitdehaag, Vincent De Groot, Joep Killestein

J Med Internet Res 2022 (Nov 07); 24(11):e37614

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Automatic Screening of Pediatric Renal Ultrasound Abnormalities: Deep Learning and Transfer Learning Approach

Ming-Chin Tsai, Henry Horng-Shing Lu, Yueh-Chuan Chang, Yung-Chieh Huang, Lin-Shien Fu

JMIR Med Inform 2022 (Nov 02); 10(11):e40878

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Screening for Generalized Anxiety Disorder From Acoustic and Linguistic Features of Impromptu Speech: Prediction Model Evaluation Study

Bazen Gashaw Teferra, Sophie Borwein, Danielle D DeSouza, Jonathan Rose

JMIR Form Res 2022 (Oct 28); 6(10):e39998

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Visualization Techniques of Time-Oriented Data for the Comparison of Single Patients With Multiple Patients or Cohorts: Scoping Review

Jan Scheer, Alisa Volkert, Nicolas Brich, Lina Weinert, Nandhini Santhanam, Michael Krone, Thomas Ganslandt, Martin Boeker, Till Nagel

J Med Internet Res 2022 (Oct 24); 24(10):e38041

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The Potential Role of an Adjunctive Real-Time Locating System in Preventing Secondary Transmission of SARS-CoV-2 in a Hospital Environment: Retrospective Case-Control Study

Min Hyung Kim, Un Hyoung Ryu, Seok-Jae Heo, Yong Chan Kim, Yoon Soo Park

J Med Internet Res 2022 (Oct 18); 24(10):e41395

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Design Innovation for Engaging and Accessible Digital Aphasia Therapies: Framework Analysis of the iReadMore App Co-Design Process

Tom Langford, Victoria Fleming, Emily Upton, Catherine Doogan, Alexander Leff, Daniela M Romano

JMIR Neurotech 2022 (Oct 18); 1(1):e39855

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