Ambient AI Scribes and AI-Driven Documentation Technologies

Tailoring Discharge Summaries to Health Care Providers’ Needs (Part 1 of the Framework and Implementation of AI Tools Project): User-Centered Design Approach

Mieke Deschepper, Helga Rogge, Mathias Syx, Kirsten Colpaert

JMIR Med Inform 2026 (Mar 04); 14:e80613

Download Citation: END BibTex RIS

AI-Powered Ambient Scribe Technology Experiences Among Emergency Physicians: Cross-Sectional, Mixed Methods Pilot Survey Study

Taylor Marquis, Matthew Kopp, Jared S Anderson, Anthony M Napoli, Linda L Brown, Yosef Berlyand

JMIR Form Res 2026 (Mar 03); 10:e80401

Download Citation: END BibTex RIS

Ambient AI Documentation and Patient Satisfaction in Outpatient Care: Retrospective Pilot Study

Eric Davis, Sarah Davis, Kristina Haralambides, Conrad Gleber, Gregg Nicandri

JMIR AI 2026 (Feb 06); 5:e78830

Download Citation: END BibTex RIS

AI Scribes: Are We Measuring What Matters?

Enrico Coiera, David Fraile-Navarro

JMIR Med Inform 2026 (Feb 06); 14:e89337

Download Citation: END BibTex RIS

Data Poisoning Vulnerabilities Across Health Care Artificial Intelligence Architectures: Analytical Security Framework and Defense Strategies

Farhad Abtahi, Fernando Seoane, Ivan Pau, Mario Vega-Barbas

J Med Internet Res 2026 (Jan 23); 28:e87969

Download Citation: END BibTex RIS

Large Language Model–Enabled Editing of Patient Audio Interviews From “This Is My Story” Conversations: Comparative Study

Bikram Bains, Sampath Rapuri, Edgar Robitaille, Jonathan Wang, Arnav Khera, Catalina Gomez, Eduardo Reyes, Cole Perry, Jason Wilson, Elizabeth Tracey

JMIR Med Inform 2026 (Jan 09); 14:e80205

Download Citation: END BibTex RIS

Patient Attitudes Toward Ambient Voice Technology: Preimplementation Patient Survey in an Academic Medical Center

Gary Leiserowitz, Jeff Mansfield, Scott MacDonald, Melissa Jost

JMIR Med Inform 2025 (Nov 27); 13:e77901

Download Citation: END BibTex RIS

Streamlining Ophthalmic Documentation With Anonymized, Fine-Tuned Language Models: Feasibility Study

Sebastian Arens, Quang Vinh Ngo, Anna Richling, Lucas Stürzbecher, Daniel Böhringer, Thomas Reinhard, Felix Heilmeyer

Interact J Med Res 2025 (Nov 26); 14:e72894

Download Citation: END BibTex RIS

A Bilingual On-Premises AI Agent for Clinical Drafting: Implementation Report of Seamless Electronic Health Records Integration in the Y-KNOT Project

Hanjae Kim, So-Yeon Lee, Seng Chan You, Sookyung Huh, Jai-Eun Kim, Sung-Tae Kim, Dong-Ryul Ko, Ji Hoon Kim, Jae Hoon Lee, Joon Seok Lim, Moo Suk Park, Kang Young Lee

JMIR Med Inform 2025 (Nov 24); 13:e76848

Download Citation: END BibTex RIS

Challenges and Solutions in Applying Large Language Models to Guideline-Based Management Planning and Automated Medical Coding in Health Care: Algorithm Development and Validation

Peter Sarvari, Zaid Al-fagih, Alexander Abou-Chedid, Paul Jewell, Rosie Taylor, Arouba Imtiaz

JMIR Biomed Eng 2025 (Nov 10); 10:e66691

Download Citation: END BibTex RIS

Real-World Evidence Synthesis of Digital Scribes Using Ambient Listening and Generative Artificial Intelligence for Clinician Documentation Workflows: Rapid Review

Naga Sasidhar Kanaparthy, Yenny Villuendas-Rey, Tolulope Bakare, Zihan Diao, Mark Iscoe, Andrew Loza, Donald Wright, Conrad Safranek, Isaac V Faustino, Alexandria Brackett, Edward R Melnick, R Andrew Taylor

JMIR AI 2025 (Oct 10); 4:e76743

Download Citation: END BibTex RIS

Large Language Model–Supported Identification of Intellectual Disabilities in Clinical Free-Text Summaries: Mixed Methods Study

Aleksandra Edwards, Antonio F Pardiñas, George Kirov, Elliott Rees, Jose Camacho-Collados

JMIR AI 2025 (Sep 18); 4:e72256

Download Citation: END BibTex RIS

Development and Validation of a Large Language Model–Based System for Medical History-Taking Training: Prospective Multicase Study on Evaluation Stability, Human-AI Consistency, and Transparency

Yang Liu, Chujun Shi, Liping Wu, Xiule Lin, Xiaoqin Chen, Yiying Zhu, Haizhu Tan, Weishan Zhang

JMIR Med Educ 2025 (Aug 29); 11:e73419

Download Citation: END BibTex RIS

Health Care Professionals’ Experiences and Opinions About Generative AI and Ambient Scribes in Clinical Documentation: Protocol for a Scoping Review

Carolina Garcia Sanchez, Anna Kharko, Maria Hägglund, Sara Riggare, Charlotte Blease

JMIR Res Protoc 2025 (Aug 08); 14:e73602

Download Citation: END BibTex RIS

Generative Artificial Intelligence in Primary Care: Qualitative Study of UK General Practitioners’ Views

Charlotte Blease, Carolina Garcia Sanchez, Cosima Locher, Brian McMillan, Jens Gaab, John Torous

J Med Internet Res 2025 (Aug 06); 27:e74428

Download Citation: END BibTex RIS

AI Scribes in Health Care: Balancing Transformative Potential With Responsible Integration

Tiffany I Leung, Andrew J Coristine, Arriel Benis

JMIR Med Inform 2025 (Aug 01); 13:e80898

Download Citation: END BibTex RIS

Patient Perspectives on Artificial Intelligence in Health Care: Focus Group Study for Diagnostic Communication and Tool Implementation

Garrett Foresman, Joshua Biro, Alberta Tran, Kate MacRae, Sadaf Kazi, Laura Schubel, Adam Visconti, William Gallagher, Kelly M Smith, Traber Giardina, Helen Haskell, Kristen Miller

J Particip Med 2025 (Jul 24); 17:e69564

Download Citation: END BibTex RIS

Evaluating the Usability, Technical Performance, and Accuracy of Artificial Intelligence Scribes for Primary Care: Competitive Analysis

Emily Ha, Isabelle Choon-Kon-Yune, LaShawn Murray, Siying Luan, Enid Montague, Onil Bhattacharyya, Payal Agarwal

JMIR Hum Factors 2025 (Jul 23); 12:e71434

Download Citation: END BibTex RIS

Language Models for Multilabel Document Classification of Surgical Concepts in Exploratory Laparotomy Operative Notes: Algorithm Development Study

Jeremy A Balch, Sasank S Desaraju, Victoria J Nolan, Divya Vellanki, Timothy R Buchanan, Lindsey M Brinkley, Yordan Penev, Ahmet Bilgili, Aashay Patel, Corinne E Chatham, David M Vanderbilt, Rayon Uddin, Azra Bihorac, Philip Efron, Tyler J Loftus, Protiva Rahman, Benjamin Shickel

JMIR Med Inform 2025 (Jul 09); 13:e71176

Download Citation: END BibTex RIS

Toward Cross-Hospital Deployment of Natural Language Processing Systems: Model Development and Validation of Fine-Tuned Large Language Models for Disease Name Recognition in Japanese

Seiji Shimizu, Tomohiro Nishiyama, Hiroyuki Nagai, Shoko Wakamiya, Eiji Aramaki

JMIR Med Inform 2025 (Jul 08); 13:e76773

Download Citation: END BibTex RIS