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Yu-Shu Sun

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Open access Sep 2026

Performance comparison of different machine learning models to predict the risk of postcraniotomy nausea and vomiting: a retrospective study

Background Machine learning (ML) models were constructed and validated to predict the risk of postoperative nausea and vomiting (PONV) after craniotomy. We compared different algorithms to provide a reliable tool for clinical decision-making. Methods Data from patients who underwent craniotomy at a tertiary hospital in...

Ling-Yi Wu, Hong-Ying Pan, Yi-Hong Xu et al. · 0 citations

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