Digital Health, Telehealth and e-Innovation in Clinical Settings

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Articles published in 2026 in this theme: 131 (scroll down to load remaining articles)

2026

Doctor typing on laptop with stethoscope nearby, symbolizing healthcare technology

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Beyond Model Choice: A Harness-Centered Framework for Designing Clinical Large Language Model Agents

Jialin Liu, Siru Liu

J Med Internet Res 2026 (Nov 09); 28:e101269

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Elderly woman in hospital bed using a tablet computer

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Patient-Friendly Simplifications of Outpatient Reports Using Large Language Models via Few-Shot Prompting: Blinded Comparative Evaluation

Timo Elias Reimann, Vanessa Haug, Filippo Maria Verri, Christoph Leinert, Tim Fleiner, Michael Denkinger, Thomas Derya Kocar

J Med Internet Res 2026 (Nov 06); 28:e101882

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Doctor on computer screen in telehealth consultation, discussing chief complaint.

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Evaluating an AI-Powered Patient Simulator for Communication Skills Training: One-Year Randomized Controlled Trial

Xining Wang, Sandhya Duggal, Alun Hughes, Sayed Murad, Andrew O’Malley

J Med Internet Res 2026 (Nov 05); 28:e91886

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Doctor in green scrubs typing on a keyboard with a stethoscope around neck

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Applications, Technical Characteristics, and Evaluation Approaches of Retrieval-Augmented Generation in Nursing: Scoping Review

Mengqi Chen, Chuanwu Lyu, Yonghui He, Zhongkang Xu, Xueyun Li, Danyang Cheng, Jie Li, Anna Ma, Lina Wang, Chengyun Wang

J Med Internet Res 2026 (Nov 05); 28:e98495

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Man with glasses wearing a hoodie, looking intently at his smartphone.

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Investigating Patient Trust and Intention to Act in AI-Supported Clinical Decisions: Cross-Sectional Survey

Sippo Rossi, Afra Shamnath, Meghan Reading Turchioe, Laurie Lovett Novak, Megan E Salwei, Isabella Buitron, Xuhai Xu, Natalie Benda

J Med Internet Res 2026 (Nov 02); 28:e100388

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Doctor in white coat using a tablet with a stethoscope around neck.

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Reporting Gaps and Challenges in Randomized Trials of Generative AI for Medical Use: Insights From a Systematic Review

Jae Eun Ko, Ji Woo Hwang, Sung Min Kim, Ji Yean Kwon

J Med Internet Res 2026 (Oct 28); 28:e94543

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Doctors discussing AI healthcare technology on a computer screen

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Development and Pilot Evaluation of a Standardized and Accessible Rubric (OMNI) for Assessing Generative AI in Health Care Contexts: Four-Stage Mixed Methods Study

Erik Cornelisse, Dib Kousa, Bradley D Menz, Brinleigh Murphy-Reuter, Adel Shahnam, Benjamin Chin-Yee, Ryan Calabro, Lee X Li, Imogen Ramsey, Ahmad Y Abuhelwa, Jessica M Logan, Huah Shin Ng, Mythily Aravinthan, James Goonan, Hannah Carthew, Paul Molyneux, Joanne Tang, Nadia Hitchen, Martin Hong, Jimit Gandhi, Stephanie Fontanarosa, Nicholas L Scarfo, Kezia Daniel, Sally B Marotti, Joy Mariadas, Bianca van Diermen, Divya Joyce Susai Manickam, Warit Ruanglertboon, David Postma, Melissa D McCradden, Sandeep Reddy, Stephen Bacchi, Arduino A Mangoni, Ross A McKinnon, Ganessan Kichenadasse, Gary H Lyman, Nicole M Kuderer, Michael J Sorich, Andrew Rowland, Ashley M Hopkins

J Med Internet Res 2026 (Oct 27); 28:e100531

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Woman working on laptop and phone while sitting on couch

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Online Behavioral Digital Phenotyping for Depression: Scoping Review of Behavioral Features and Exploratory Assessment of Research Domain Criteria Construct Relevance

Qiuyan Ren, Jing Chi, Yuman Li, Ping Zhao, Meiqin Luo, Jiale Sun, Yan He, Jianhong Liu, Lin Luo, Yanni Wu

J Med Internet Res 2026 (Oct 21); 28:e101329

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Daughter with arm around mother, both wearing smartwatches, in cozy living room

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Integrating Perceived Psychosocial Outcomes Into the Assessment of Telecare Acceptability Among Slovenian Informal Caregivers of Older People: Cross-Sectional Survey Study

Vesna Dolničar, Nejc Berzelak, Sakari Taipale, Simona Hvalič-Touzery

JMIR Aging 2026 (Oct 20); 9:e85534

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Nurse showing tablet with AI in healthcare icons: triage, risk prediction, patient outcomes.

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Technological Integration in Triage With AI and Machine Learning Compared With Conventional Triage and Narrative Synthesis of Telehealth for Patient Prioritization in Emergency and Acute Care Settings: Systematic Review and Meta-Analysis

Faii O M Ashour, Waqas Sami, Intima Alrimawi, Moattar Raza Rizvi, Majeda M El-Banna

J Med Internet Res 2026 (Oct 19); 28:e93931

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Elderly woman on video call with smiling nurse providing telehealth care

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Strategic Considerations for Video Consultation Implementation in General Practice: Qualitative Study of Organizational Interest-Holders’ Perspectives

Ulrik Bak Kirk, Ditte Bonde Stanek, Mette Amalie Nebsbjerg, Flemming Bro, Linda Huibers, Adrian Rohrbasser, Anna Mygind, Viola Burau, Ida Hestbjerg

J Med Internet Res 2026 (Oct 19); 28:e106707

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Doctor showing AI Scribe recording on laptop to senior patient

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Determinants of AI Scribe Adoption in Allied Health: Mixed Methods Study Guided by the Capability, Opportunity, and Motivation Model for Behavior Change

Laura Ryan, Laetitia Hattingh, Dominic Wall, Hayley Stanich, Nicole Ross, Juan da Cal, EJ Milne, Rachel Wenke

J Med Internet Res 2026 (Oct 15); 28:e88088

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Hands typing on laptop with digital documents floating above screen

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Suicide-Related Responses From AI Chatbots Through Application Programming Interfaces and Consumer-Facing Apps: Observational Cross-Sectional Comparative Study

Jonathan Cantor, Adrian Salas, Li Ang Zhang, Ellice Huang, Fang Zhang, Alyssa Burnett, Andrew Lohn, Pat Pataranutaporn, Benjamin Rader, Hao Yu, Ryan K McBain

J Med Internet Res 2026 (Oct 09); 28:e97968

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Elderly woman looking at a smartphone displaying the R-SPEAK app with a "Start" button.

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R-SPEAK, an AI-Based Smartphone App to Enhance Communication in People With Expressive Aphasia: Qualitative Acceptability and Usability Study

Abdel-Karim Al-Tamimi, Jacob Andrews, Jacqueline Benfield, Cath Sweby, Chris Gilmartin, Rebecca Lindley, Diane Trusson, Molly Dziunka, Dee Webster, Kathryn Radford

J Med Internet Res 2026 (Oct 08); 28:e93518

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Elderly man and young woman video calling doctors on tablet and phone

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Trends in Age and Socioeconomic Inequalities in Telemedicine Adoption in Japan, 2020-2024: Longitudinal Panel Study

Hiroshi Ito, Hirokazu Tanaka, Takahiro Tabuchi, Atsushi Miyawaki

J Med Internet Res 2026 (Oct 08); 28:e99994

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Doctor discusses brain scan results with patient, showing neurological data and patient care icons.

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Real-World Effectiveness of AI-Enabled Clinical Decision Support in Primary Care: Systematic Review

Yash Jain, Dishan Wu, Zhong Wang

J Med Internet Res 2026 (Oct 08); 28:e98630

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Doctor in white coat with stethoscope looking thoughtfully at tablet

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Clinicians’ Trust in AI-Based Clinical Recommendations Across Controlled Primary Care–Style Clinical Vignettes: Nurse-Dominant Experimental Pilot Study

Avishek Choudhury, Yeganeh Shahsavar, Ayse P Gurses

JMIR Hum Factors 2026 (Oct 08); 13:e97649

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Laptop displaying medical icons: clipboard, heart, stethoscope, brain, and eyes

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From Innovation to Impact: The CREATE Framework as a Blueprint for Large Language Model Adoption in Opioid Treatment Programs

Marianthi Markatou, Raktim Mukhopadhyay, Jeff Good, Yihao Tan, Arpan Dharia, Andrew H Talal, Lawrence S Brown

J Med Internet Res 2026 (Oct 07); 28:e97131

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AI doctor with smart glasses examines patient, showing health data on holographic display.

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Utility of Augmented Reality Glasses With Waveguide Optics and Facial Recognition Technology for Patient Verification in a Simulated Outpatient Setting: Physician Questionnaire Survey Study

Ryo Andy Ogasawara, Soichiro Yoshida, Kentaro Okamoto, Eiki Nagaoka, Hirotaka Sagawa, Kazutaka Sumita, Hajime Tanaka, Satoshi Shiraga, Tomohiro Amemiya, Yasuhisa Fujii

JMIR Hum Factors 2026 (Oct 02); 13:e95664

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Healthcare professionals in a meeting discuss AI equity and data justice with a presentation on patient subgroup safety analysis.