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This paper is in the following e-collection/theme issue:

AI Language Models in Health Care (702) Ethics, Privacy, and Legal Issues (790) Natural Language Processing (1235) Preoperative Measures for Prevention (65) Perioperative social and emotional support (28) Perioperative Patient Education (42)

Published on in Vol 14 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/89173, first published .
Man in hospital gown talks to woman holding a smartphone in a hospital room

A Locally Executable AI System for Improving Preoperative Patient Communication: Multidomain Clinical Evaluation

A Locally Executable AI System for Improving Preoperative Patient Communication: Multidomain Clinical Evaluation

Authors of this article:

Motoki Sato1 Author Orcid Image ;   Sou Nagata1 Author Orcid Image ;   Mizuho Ohnuma1 Author Orcid Image ;   Hidekazu Takahashi2 Author Orcid Image ;   Tomoaki Kakazu3 Author Orcid Image ;   Masayuki Yamamura4 Author Orcid Image ;   Atsushi Yoshikawa5 Author Orcid Image ;   Yuki Matsushita1 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Motoki Sato   1 , MD, MS ;   Sou Nagata   1 , DDS ;   Mizuho Ohnuma   1 , DDS ;   Hidekazu Takahashi   2 , MD, PhD ;   Tomoaki Kakazu   3 , MD ;   Masayuki Yamamura   4 , PhD ;   Atsushi Yoshikawa   5 , PhD ;   Yuki Matsushita   1 , DDS, PhD

1 Department of Skeletal Development and Regenerative Biology, Graduate School of Biomedical Sciences, Nagasaki University, Nagasaki, Japan

2 Boston Medical Sciences, Inc., Tokyo, Japan

3 Digestive Diseases Center, Showa University Koto Toyosu Hospital, Tokyo, Japan

4 Department of Computer Science, School of Computing, Institute of Science Tokyo, Tokyo, Japan

5 College of Informatics, Kanto Gakuen University, Yokohama, Kanagawa, Japan

Corresponding Author:

  • Motoki Sato, MD, MS
  • Department of Skeletal Development and Regenerative Biology
  • Graduate School of Biomedical Sciences, Nagasaki University
  • 3F Building for Basic Dental Science, 1-7-1 Sakamoto
  • Nagasaki
  • Japan
  • Phone: 81 95-819-7633
  • Fax: 81 95-819-7633
  • Email: m070039@gmail.com