New Methods

Application of Spatial Analysis on Electronic Health Records to Characterize Patient Phenotypes: Systematic Review

Abolfazl Mollalo, Bashir Hamidi, Leslie A Lenert, Alexander V Alekseyenko

JMIR Med Inform 2024 (Oct 15); 12:e56343

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Impact of Skin Pigmentation on Pulse Oximetry Blood Oxygenation and Wearable Pulse Rate Accuracy: Systematic Review and Meta-Analysis

Sanidhya Singh, Miles Romney Bennett, Chen Chen, Sooyoon Shin, Hamid Ghanbari, Benjamin W Nelson

J Med Internet Res 2024 (Oct 10); 26:e62769

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Using Biosensor Devices and Ecological Momentary Assessment to Measure Emotion Regulation Processes: Pilot Observational Study With Dialectical Behavior Therapy

Shireen L Rizvi, Allison K Ruork, Qingqing Yin, April Yeager, Madison E Taylor, Evan M Kleiman

JMIR Ment Health 2024 (Oct 09); 11:e60035

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Exploring the Need for Medical Futures Studies: Insights From a Scoping Review of Health Care Foresight

Bertalan Meskó, Tamás Kristóf, Pranavsingh Dhunnoo, Nóra Árvai, Gellért Katonai

J Med Internet Res 2024 (Oct 09); 26:e57148

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A Nationwide Physical Activity Intervention for 654,500 Adults in Singapore: Cost-Utility Analysis

Gregory Ang, Chuen Seng Tan, Yot Teerawattananon, Falk Müller-Riemenschneider, Cynthia Chen

JMIR Public Health Surveill 2024 (Oct 04); 10:e46178

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Leveraging Temporal Trends for Training Contextual Word Embeddings to Address Bias in Biomedical Applications: Development Study

Shunit Agmon, Uriel Singer, Kira Radinsky

JMIR AI 2024 (Oct 02); 3:e49546

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Game-Based Assessment of Peripheral Neuropathy Combining Sensor-Equipped Insoles, Video Games, and AI: Proof-of-Concept Study

Antao Ming, Vera Clemens, Elisabeth Lorek, Janina Wall, Ahmad Alhajjar, Imke Galazky, Anne-Katrin Baum, Yang Li, Meng Li, Sebastian Stober, Nils David Mertens, Peter Rene Mertens

J Med Internet Res 2024 (Oct 01); 26:e52323

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Accuracy of a Commercial Large Language Model (ChatGPT) to Perform Disaster Triage of Simulated Patients Using the Simple Triage and Rapid Treatment (START) Protocol: Gage Repeatability and Reproducibility Study

Jeffrey Micheal Franc, Attila Julius Hertelendy, Lenard Cheng, Ryan Hata, Manuela Verde

J Med Internet Res 2024 (Sep 30); 26:e55648

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Using Natural Language Processing (GPT-4) for Computed Tomography Image Analysis of Cerebral Hemorrhages in Radiology: Retrospective Analysis

Daiwen Zhang, Zixuan Ma, Ru Gong, Liangliang Lian, Yanzhuo Li, Zhenghui He, Yuhan Han, Jiyuan Hui, Jialin Huang, Jiyao Jiang, Weiji Weng, Junfeng Feng

J Med Internet Res 2024 (Sep 26); 26:e58741

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Multimodal Large Language Models in Health Care: Applications, Challenges, and Future Outlook

Rawan AlSaad, Alaa Abd-alrazaq, Sabri Boughorbel, Arfan Ahmed, Max-Antoine Renault, Rafat Damseh, Javaid Sheikh

J Med Internet Res 2024 (Sep 25); 26:e59505

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Use of Web-Based Surveys to Collect Long-Term Pediatric Outcomes in Patients With Twin-Twin Transfusion Syndrome Treated With Fetoscopic Laser Photocoagulation: Observational Study

Eric Bergh, Kimberly Rennie, Jimmy Espinoza, Anthony Johnson, Ramesha Papanna

JMIR Pediatr Parent 2024 (Sep 11); 7:e60039

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Usability, Ergonomics, and Educational Value of a Novel Telestration Tool for Surgical Coaching: Usability Study

Parmiss Kiani, Roberta Dolling-Boreham, Mohamed Saif Hameed, Caterina Masino, Andras Fecso, Allan Okrainec, Amin Madani

JMIR Hum Factors 2024 (Sep 10); 11:e57243

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Natural Language Processing for Depression Prediction on Sina Weibo: Method Study and Analysis

Zhenwen Zhang, Jianghong Zhu, Zhihua Guo, Yu Zhang, Zepeng Li, Bin Hu

JMIR Ment Health 2024 (Sep 04); 11:e58259

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The Digital Platform and Its Emerging Role in Decentralized Clinical Trials

Rachel R Copland, Sten Hanke, Amy Rogers, Lampros Mpaltadoros, Ioulietta Lazarou, Alexandra Zeltsi, Spiros Nikolopoulos, Thomas M MacDonald, Isla S Mackenzie

J Med Internet Res 2024 (Sep 03); 26:e47882

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Recognition of Forward Head Posture Through 3D Human Pose Estimation With a Graph Convolutional Network: Development and Feasibility Study

Haedeun Lee, Bumjo Oh, Seung-Chan Kim

JMIR Form Res 2024 (Aug 26); 8:e55476

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Transforming Digital Phenotyping Raw Data Into Actionable Biomarkers, Quality Metrics, and Data Visualizations Using Cortex Software Package: Tutorial

James Burns, Kelly Chen, Matthew Flathers, Danielle Currey, Natalia Macrynikola, Aditya Vaidyam, Carsten Langholm, Ian Barnett, Andrew (Jin Soo) Byun, Erlend Lane, John Torous

J Med Internet Res 2024 (Aug 23); 26:e58502

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Comparing GPT-4 and Human Researchers in Health Care Data Analysis: Qualitative Description Study

Kevin Danis Li, Adrian M Fernandez, Rachel Schwartz, Natalie Rios, Marvin Nathaniel Carlisle, Gregory M Amend, Hiren V Patel, Benjamin N Breyer

J Med Internet Res 2024 (Aug 21); 26:e56500

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The Dual Task Ball Balancing Test and Its Association With Cognitive Function: Algorithm Development and Validation

Barry Greene, Sean Tobyne, Ali Jannati, Killian McManus, Joyce Gomes Osman, Russell Banks, Ranjit Kher, John Showalter, David Bates, Alvaro Pascual-Leone

J Med Internet Res 2024 (Aug 19); 26:e49794

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Human-Comparable Sensitivity of Large Language Models in Identifying Eligible Studies Through Title and Abstract Screening: 3-Layer Strategy Using GPT-3.5 and GPT-4 for Systematic Reviews

Kentaro Matsui, Tomohiro Utsumi, Yumi Aoki, Taku Maruki, Masahiro Takeshima, Yoshikazu Takaesu

J Med Internet Res 2024 (Aug 16); 26:e52758

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Using Discrete-Event Simulation to Model Web-Based Crisis Counseling Service Operation: Evaluation Study

Byron Chiang, Yik Wa Law, Paul Siu Fai Yip

JMIR Form Res 2024 (Aug 07); 8:e46823

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