Ambient AI Scribes and AI-Driven Documentation Technologies

Articles published in 2026 in this theme: 35 (scroll down to load remaining articles)

2026

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Evaluation of an AI Medical Scribe After 236,153 Notes Generated Across Care Levels in a European Health System: Mixed Methods Retrospective Observational Study

Enni Sanmark, Ville Vartiainen, Johan Sanmark, Katarina Wettin, Lukas Saari, Artin Entezarjou

JMIR Med Inform 2026 (Jul 10); 14:e90052

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Feasibility of Tailoring Artificial Intelligence–Assisted Ambient Scribes for Intensive Care Unit Rounds: Algorithm Development and Validation

Ritchie Verma, Sandeep S Bains, Sai Harshith Reddy Muthani, Arun Arunachalam, Vishnu Mohan, Jeffrey A Gold

JMIR Med Inform 2026 (Jul 07); 14:e85015

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Linguistic Fidelity and Classification Performance of Large Language Models for Generating Synthetic Operative Notes: Evaluation Study

Meredith Cox, Elaine Lin, Nicholas Oleck, Carlee Jones, Neill Y Li, Suhail K Mithani, Alexander C Allori

JMIR Form Res 2026 (Jul 03); 10:e87276

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Exploring Ambient Artificial Intelligence to Enhance Learning and Feedback During Operating Room-to-Intensive Care Unit Handoffs: Co-Design and Simulation Study

Laleh Jalilian, Federico Lorenzo Barra, Tristan Grogan, Jason Lee, Achuta Kadambi

JMIR Med Educ 2026 (Jul 02); 12:e85666

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Ambient AI Scribes and Emergency Department Documentation Burden: Retrospective Cohort Study

Carl Preiksaitis, Al'ai Alvarez, Maia Winkel, Mia Karamatsu, Ian Brown, Neetha Sama, Luke Morris, Jae-yeon Lee, Allie Gubbels, Eileen Wahl, Anna Frye, Austin Schoeffler, Laleh Gharahbaghian, Christian Rose

JMIR AI 2026 (Jul 02); 5:e92193

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Clinician Perspectives on Ambient AI Scribes in the Intensive Care Unit: Qualitative Interview Study

Laleh Jalilian, Navid Manafi, Matthew Scott Vandiver, Paul Lukac, Achuta Kadambi

JMIR Med Inform 2026 (Jul 02); 14:e81445

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Selecting, Scaling, and Measuring the Value of Ambient AI in a Nonacademic Health System: Multiphase Pilot Study

Bryon Kenneth Frost, Victor Eugene Collier, Franklin Sturgill, Jessie Polson, Jennifer Jones

JMIR Med Inform 2026 (Jun 26); 14:e87450

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Candidate Passive Sensor Suite Technologies for Tactical Combat Casualty Care Environments: Comparative Assessment Study

Ericka Stoor-Burning, James Gaudaen, Holly Pavliscsak, Jeanette Little

JMIR Med Inform 2026 (Jun 24); 14:e84900

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Ambient AI Scribe Implementation in an Ambulatory Setting in a Single Medical Group: Prospective Study

Cameron J Harvey, Josiah Morita, William Huynh, Russell K Woo, Jerome P Lee

JMIR Med Inform 2026 (Jun 23); 14:e84104

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Re-Centering Clinical Documentation in the Age of AI Scribes: Four Aims of the Patient Chart Note

Chwen-Yuen Angie Chen, Tiffany I Leung, Rika Bajra

JMIR Med Educ 2026 (Jun 08); 12:e95218

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AI-Assisted Medical Documentation in a Multilingual Swiss Health Care System: Proof-of-Concept Study

Mateusz Gładysz, Fabrizio Fiumedinisi, Felice Burn, Nikki Rommers, Pietro Giovanoli, Jan Alexander Plock

JMIR AI 2026 (Jun 05); 5:e77351

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Clinical Note Generation From Doctor-Patient Conversations Using Parameter-Efficient Fine-Tuning Large Language Models: Comparative Study

Saib Ahmed, Farig Yousuf Sadeque

JMIR Med Inform 2026 (Jun 03); 14:e82545

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Impact of an Ambient AI Scribe on Medical Student Objective Structured Clinical Examination Notes: Nonrandomized Clinical Trial

Jaideep S Talwalkar, Donald S Wright, Lee H Schwamm, Gary Leydon, Veronika Shabanova

JMIR Med Educ 2026 (Jun 02); 12:e88264

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The Regional Implementation of an Electronic Health Record–Integrated Ambient Scribe in Primary and Secondary Care in England: Real-Time Qualitative Evaluation

Kathrin Cresswell, Catharine Rose, Jessica Howdle, Lucas Martinus Seuren, Robin Williams

JMIR Med Inform 2026 (May 29); 14:e88472

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Ambient AI Scribes to Create Educational Feedback Notes for Medical Students: Randomized Trial

Jaideep S Talwalkar, David Chartash, Lisa Zhang, Michael Makutonin, Conrad W Safranek, Anne Elizabeth Sidamon-Eristoff, Lee H Schwamm, Donald S Wright

JMIR Med Educ 2026 (May 28); 12:e89996

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Beyond Time Saved: Implementation, Equity, and the Utility Threshold for Nursing AI Scribes

Charlene E Ronquillo

J Med Internet Res 2026 (May 27); 28:e101190

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A Language Model for Pediatric Occupational Therapy Documentation: Model Development and Pilot Study

Rachel DiMaio, Tia Tuinstra, Trevor Yu, Ilona Koshy, Brendan Wylie-Toal, Bryan Tripp

JMIR AI 2026 (May 15); 5:e73274

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Clinical Context Variables Collectively Rival Model Choice in Embedding-Based Retrieval: Multi-Corpus Benchmark Study

Yngve Mikkelsen

JMIR Med Inform 2026 (May 07); 14:e94241

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The Ethics of AI Scribes as Epistemic Agents

Frank Ursin, Sabine Salloch

JMIR Med Inform 2026 (Apr 30); 14:e88235

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Large Language Model Automated Extraction of Clinical Signs and Symptoms From Emergency Department Reports for Machine Learning Prediction Models: Development and Validation Study

Anoeska Schipper, Peter Belgers, Rory David O'Connor, Lieke van de Wouw, Luc Builtjes, Joeran S Bosma, Ron Kusters, Steef Kurstjens, Matthieu Rutten, Bram van Ginneken

JMIR Med Inform 2026 (Apr 30); 14:e81500

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