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
Journals
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- Vehreschild J, Spinner C, Nachtigall I. Digitalisierung und Künstliche Intelligenz in Krankenhaushygiene und Infektiologie. OP-Management up2date 2026;06(01):77 View
- Al Meslamani A, Jarab A, Merghani Ali Mohammed E. AI-enhanced therapeutic drug monitoring for vancomycin and β-lactam antibiotics in critical care: from population PK to bedside algorithms. Expert Review of Clinical Pharmacology 2026;19(3):239 View
- Petronio M, Di Matteo R, Penpa S, Roveta A, Santomauro A, Gardalini M, Farotto M, Megna I, Bolla C, Maconi A. Artificial Intelligence Application for MRSA Pneumonia: a Protocol of a Systematic Review. SN Comprehensive Clinical Medicine 2026;8(1) View
- Shi L, Hu N, Ling J, Yang X, Chen R. Model‐informed vancomycin precision dosing by population pharmacokinetics combined with machine learning algorithms. British Journal of Clinical Pharmacology 2026 View