New Methods

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Articles published in 2026 in this theme: 143 (scroll down to load remaining articles)

2026

Person wearing a gait analysis sensor belt, with app data shown on a phone.

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Novel Sensors and Data-Driven Approach to Support Prevention, Diagnosis, and Treatment Planning of Cerebrovascular Accidents: Protocol for a Multimodal Data Collection Study With Novel Sensors

Milla Immonen, Hilkka Liedes, Aysen Degerli, Ilona Ruotsalainen, Juha Pajula, Mika Hilvo, Heidi Similä, Adil Umer, Mark van Gils, Miia Jansson, Kirsi Maaria Rasmus, Minna Pikkarainen, Petri Huhtinen, Mikko Kärppä, Julius Francis Gomes, Hany Ferdinando, Miguel Bordallo López, Teemu Myllylä, Vesa Kiviniemi, Mikael von und zu Fraunberg, Pekka Jäkälä

JMIR Res Protoc 2026 (Oct 08); 15:e86930

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AI robot puppeteering presenter at technology conference, audience watching

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Biomedical Research Images Manipulated by Generative AI to Alter Scientific Outcomes: Diagnostic Study of Human and Automated Detection

Shuhang Luo, Runhua Tang, Ziyin Chen, Jianye Wang, Ming Liu, Jianfeng Wang, Li Ma

J Med Internet Res 2026 (Oct 02); 28:e100710

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Dentist training with VR dental simulation equipment

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Virtual Reality–Based Mirror Guidance for Indirect Vision Training in Minimally Invasive Endodontic Access Cavity Preparation Among Dental Students: Randomized Controlled Crossover Trial

Unthitar Suranin, Metasit Getrak, Siriwan Suebnukarn, Peter Haddawy, Myat Su Yin, Rene Weller, Panuroot Aguilar, Kamon Budsaba, Andre Mühlenbrock, Gabriel Zachmann

JMIR Serious Games 2026 (Oct 01); 14:e100884

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Four friends laughing and socializing on a couch with drinks and snacks

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Investigating the Effects of Paralinguistic Configuration in Background Human Speech on Attention: Protocol for a Within-Subject Study

Zilu Liang, Carl Daniel Karlsson

JMIR Res Protoc 2026 (Sep 30); 15:e93525

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Man with CGM on arm checks glucose data on smartphone, journaling

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Real-Time Psychological Factors Using Ecological Momentary Assessment With Continuous Glucose Monitoring in Diabetes Mellitus: Scoping Review

Kara Mizokami-Stout, Kira Voelker, Melissa DeJonckheere, Lynn Ang, Evan L Reynolds, Joyce M Lee, Rodica Pop-Busui, Brian C Callaghan, Emily Hirschfeld, Jennifer J Iyengar, Dana Albright

JMIR Diabetes 2026 (Sep 30); 11:e87688

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Man receives "Please stay at home, you had a high risk contact" notification on his phone.

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Impact of Digital Contact Tracing and Other Nonpharmaceutical Interventions on Pandemic Control: Microlevel, Behavior-Driven Agent-Based Model Analysis

Luis Ignacio Lopera Gonzalez, Göran Köber, Göran Kirchner, Justus Benzler, Oliver Amft

J Med Internet Res 2026 (Sep 30); 28:e87527

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Finger ring size measurement with ruler showing centimeters and inches.

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Feasibility and Acceptability of Oura Ring Sleep Monitoring in Older Adults Admitted From the Emergency Department: Prospective Cohort Study

Adrian D Haimovich, Annie Lacourciere, Kerry Palihnich, Sydney Mulqueen, Natalie Jansen, Suzanne M Bertisch, Mara A Schonberg, Aanand D Naik, Sarah D Berry, Edward R Marcantonio, Nathan I Shapiro, Janet M Mullington

JMIR Form Res 2026 (Sep 30); 10:e92359

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Woman filling out an online survey on a computer screen, with fields for personal details and deployment questions.

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Factors Influencing Response Rates in National Internet-Based Questionnaires: Analysis of a Large National Survey

Søren Birkeland, Anders Haakonsson, Sören Möller

JMIR Public Health Surveill 2026 (Sep 30); 12:e89761

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Doctors reviewing brain scans on computer screens

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A Multi-Model, Pixel-Native Framework for Automated Computed Tomography Series Labeling and Characterization: Proof-of-Concept Study

Yutong Wen, Anton Sheahan Quinsten, Cynthia Sabrina Schmidt, Christian Bojahr, Judith Kohnke, Kamyar Arzideh, Sina Warmer, Sebastian Blex, Ann-Christin Jacoby, Max Eberts, Hanna Lehmann, Olivia Barbara Pollok, Mathias Holtkamp, Luca Salhöfer, Lale Umutlu, Michael Forsting, Johannes Haubold, Felix Nensa, Katarzyna Borys, René Hosch

JMIR Med Inform 2026 (Sep 29); 14:e93018

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Man stretching in gym, smartwatch shows Resting HR Prediction: 67 bpm

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Using Statistical Time-Series Forecasting to Predict the Resting Heart Rate From Wearable Device Data: Case Report

Ying-Ju Chen, Chia-Yu Liu, Ya-Han Chang, Huh-Tswen Eric Lin, Tsang-Hai Huang

JMIR Form Res 2026 (Sep 25); 10:e91216

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Doctor reviewing patient chart on tablet in modern hospital room

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Automated Brief Hospital Course Summarization in Cardiac Surgery Using a Lightweight Large Language Model–Based Framework: Development and Evaluation Study on the Medical Information Mart for Intensive Care-IV

Xiaoyuan Gao, Yang Wang, Zixing Wang, Jing Yuan, Shengkang Huang, Xu-Yao Zhang, Zhaohong Sun, Yun Xing, Yiyang Liu, Xintong Wu, Zhan Hu, Wei Zhao

J Med Internet Res 2026 (Sep 24); 28:e90870

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Elderly woman using a smartphone with a map app showing her location in a city

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Objectively Measured Life Space Using Participants’ Mobile Phones: Cross-Sectional Study

Michelle C Odden, Annabel X Tan, Sylvie Dobrota Lai, J David Rhodes, Suzanne Judd, Kyle Sargent, Sheila Mwanda, Sage Rowe, Jiajun Wu, Abby C King, Vishnu Ravi

JMIR Form Res 2026 (Sep 21); 10:e73128

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Close-up of an elderly woman's face with gray hair, looking thoughtfully to the side.

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Multimodal Dementia Prediction With Large Language Models: Cross-Attention Over Text, Audio, and Image

Felix Agbavor, Hualou Liang

JMIR Aging 2026 (Sep 21); 9:e93279

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Medical team in a meeting room discussing patient data on a large screen.

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Large Language Models in Multidisciplinary Decision-Making for Hepatopancreatobiliary Oncology: Retrospective Comparative Feasibility Study

Sung Jun Jo, Eui Hyuk Chong, Incheon Kang, Seok Jeong Yang, Beodeul Kang, Jung Sun Kim, Hong Jae Chon, Chang-il Kwon, Min Je Sung, Suk Pyo Shin, Chansik An, Ho Yeong Lim, Jeong-Sik Yu, Sujin Jang, Jung Ho Im, Kwang Hyun Ko, Sung Hwan Lee

J Med Internet Res 2026 (Sep 17); 28:e101137

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Close-up of a doctor's hands typing on a laptop keyboard

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Minimal Sensor Configuration for Human Activity Recognition in Patients With Hip Osteoarthritis: Proof-of-Concept Study

Noor Alalem, Valérie Duay, Angelo Di Benedetto, Kevin Rose-Dulcina, Didier Hannouche, Stéphane Armand, Xavier Gasparutto

JMIR Biomed Eng 2026 (Sep 16); 11:e95116

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Tired student studying late at a desk with books and coffee.

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A Smartphone-Based Acoustic Machine Learning Pipeline for Detecting Suicidal Ideation: Case-Control Model Development and Validation Study

Min Lyu, Lixin Tan, Jun Xiao, Heqing Huang, Fangjian Liu, Jiahui Qi, Tian Huang, Jinyu Lei, Zhihui Zhao, Tianxiang Jiang, Zhu Liu, Xueqian Wang, Jiang Zhong, Zhengzhi Feng

JMIR Form Res 2026 (Sep 15); 10:e92646

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Four seniors reminisce over old photos at a table with flowers and tea.

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Quality of Life of People Living With Dementia Residing in Nursing Homes: Secondary Analysis of Observational Data

Dirk Steijger, Mark C Scheper, Robert Frans van der Willigen, Hannah Christie, Marjolein E de Vugt, Hilde Verbeek, Sil Aarts

J Med Internet Res 2026 (Sep 15); 28:e91968

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Boy framing his face with his hands, looking directly at the camera.

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Evaluation of the Square Eyes Model as a Screening Tool for Identifying Digital Technologies in Wearable Camera Images Among Children: Laboratory Study

Charlotte Lund Rasmussen, Taren Sanders, Erin Kaye Howie, Amber Beynon, Danica Hendry, Juliana Zabatiero, Amity Campbell, Leon Straker

J Med Internet Res 2026 (Sep 14); 28:e100559

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Man sleeping in a chair with health monitoring technology interface.

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Performance of AI-Based Screening Tools for Obstructive Sleep Apnea Across Apnea-Hypopnea Index Thresholds: Systematic Review and Meta-Analysis

Yujia Lv, Lihui Zhou, Sihan Jiao, Boran Sun, Wenli Lu, Li Bu, Yuan Wang, Chenxiao Jia, Jiaying Lin, Haixia Hao

J Med Internet Res 2026 (Sep 11); 28:e92399

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Elderly woman with smart insoles for gait analysis and fall prevention

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Radiographic Knee Osteoarthritis Identification Using Wearable Plantar Pressure: Secondary Cross-Sectional Analysis of Interpretable Framework Integrating Biomechanical Descriptors and the Multiscale Synergy Index

Guanyu Xin, Hongbo Yao, Jingyuan Qiao, Huilin Yao, Siyuan Li, Lu Liu, Jingyi Zhang, Ke Qin, Lin Shu

JMIR Mhealth Uhealth 2026 (Sep 11); 14:e101026

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