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

Artificial Intelligence (4543) Clinical Informatics (2144) Clinical Information and Decision Making (3542) Postoperative Rehabilitation (93) Artificial Intelligence in Surgery and Perioperative Medicine (74) Generative Language Models Including ChatGPT (1420) AI Language Models in Health Care (696) Applications of AI (863)

Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/90692, first published .
Doctor and patient discussing medical data on laptop screens in a clinic.

Fine-Tuning, Retrieval-Augmented Generation, and Hybrid Large Language Models for Postoperative Decision Support: Comparative Analysis

Fine-Tuning, Retrieval-Augmented Generation, and Hybrid Large Language Models for Postoperative Decision Support: Comparative Analysis

Authors of this article:

Srinivasagam Prabha1 Author Orcid Image ;   Bernardo Gabriele Collaco1 Author Orcid Image ;   Cesar Abraham Gomez-Cabello1 Author Orcid Image ;   Syed Ali Haider1 Author Orcid Image ;   Ariana Genovese1 Author Orcid Image ;   Zhihui Fang2 Author Orcid Image ;   Nadia Wood3 Author Orcid Image ;   Sanjay Bagaria4 Author Orcid Image ;   Cui Tao5 Author Orcid Image ;   Antonio Jorge Forte1, 5, 6 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Srinivasagam Prabha   1 , PhD ;   Bernardo Gabriele Collaco   1 , MD ;   Cesar Abraham Gomez-Cabello   1 , MD ;   Syed Ali Haider   1 , MBBS ;   Ariana Genovese   1 , BS ;   Zhihui Fang   2 , MS ;   Nadia Wood   3 , MS ;   Sanjay Bagaria   4 , MD ;   Cui Tao   5 , PhD ;   Antonio Jorge Forte   1, 5, 6 , MD, PhD

1 Division of Plastic Surgery, Mayo Clinic in Florida, Jacksonville, FL, United States

2 Division of Clinical Trials and Biostatistics, Mayo Clinic in Florida, Jacksonville, FL, United States

3 Department of Radiology AI IT, Mayo Clinic, Rochester, MN, United States

4 Department of Surgery, Mayo Clinic in Florida, Jacksonville, FL, United States

5 Department of Artificial Intelligence and Informatics, Mayo Clinic in Florida, Jacksonville, FL, United States

6 Center for Digital Health, Mayo Clinic, Rochester, MN, United States

Corresponding Author:

  • Antonio Jorge Forte, MD, PhD
  • Division of Plastic Surgery
  • Mayo Clinic in Florida
  • 4500 San Pablo Road South
  • Jacksonville, FL 32224
  • United States
  • Phone: 1 904-953-2000
  • Email: ajvforte@yahoo.com.br