Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International ConferenceVancomycinMachine LearningHumansBayes TheoremDrug Monitoring
Improving Vancomycin Through Level Prediction with Machine Learning: A Comparative Study of Feature Selection and Model Performance.
Niken Prasasti Martono, Shuichiro Osawa, Yutaka Igarashi, Yamato Matsuo, Hayato Ohwada, Shoji Yokobori
Published: 202510.1109/EMBC58623.2025.11251618
Abstract
Vancomycin is a critical antibiotic used to treat methicillin-resistant Staphylococcus aureus (MRSA) infections, but its narrow therapeutic window necessitates precise dosing to avoid nephrotoxicity and subtherapeutic exposure. Traditional dosing str…
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