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

Clinical Information and Decision Making (1935) Tools, Programs and Algorithms (384) Machine Learning (2095) New Methods (1140) Antimicrobial Stewardship and Antibiotic Resistance (62) Pharmacovigilance (171)

Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/63983, first published .
Optimizing Initial Vancomycin Dosing in Hospitalized Patients Using Machine Learning Approach for Enhanced Therapeutic Outcomes: Algorithm Development and Validation Study

Optimizing Initial Vancomycin Dosing in Hospitalized Patients Using Machine Learning Approach for Enhanced Therapeutic Outcomes: Algorithm Development and Validation Study

Optimizing Initial Vancomycin Dosing in Hospitalized Patients Using Machine Learning Approach for Enhanced Therapeutic Outcomes: Algorithm Development and Validation Study

Authors of this article:

Heonyi Lee1 Author Orcid Image ;   Yi-Jun Kim2, 3 Author Orcid Image ;   Jin-Hong Kim4 Author Orcid Image ;   Soo-Kyung Kim5 Author Orcid Image ;   Tae-Dong Jeong5 Author Orcid Image
Article Authors Cited by (2) Tweetations Metrics

Heonyi Lee   1 * , MS ;   Yi-Jun Kim   2, 3 * , MD, PhD ;   Jin-Hong Kim   4 , PhD ;   Soo-Kyung Kim   5 , MD, PhD ;   Tae-Dong Jeong   5 , MD, PhD

1 Interdisciplinary Program in Bioinformatics, College of Natural Sciences, Seoul National University, Seoul, Republic of Korea

2 Department of Environmental Medicine, College of Medicine, Ewha Womans University, Seoul, Republic of Korea

3 Graduate Program in System Health Science and Engineering, Ewha Womans University, Seoul, Republic of Korea

4 Department of Biological Sciences, College of Natural Sciences, Seoul National University, Seoul, Republic of Korea

5 Department of Laboratory Medicine, College of Medicine, Ewha Womans University, Seoul, Republic of Korea

*these authors contributed equally

Corresponding Author:

  • Tae-Dong Jeong, MD, PhD
  • Department of Laboratory Medicine
  • College of Medicine
  • Ewha Womans University
  • 260 Gonghang-daero, Gangseo-gu
  • Seoul 07804
  • Republic of Korea
  • Phone: 82 269863386
  • Fax: 82 269863389
  • Email: tdjeong@ewha.ac.kr