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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Qi Wang

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Open access Sep 2026

An explainable machine learning approach to predicting carbapenem resistance in Klebsiella pneumoniae with imbalanced data and resistance-ratio validation

Carbapenem-resistant Klebsiella pneumoniae (CRKP) is a major global health threat. Predicting resistance from electronic medical records (EMRs) may support infection control and antimicrobial stewardship, but class imbalance can impair detection of resistant isolates. This study developed an interpretable machi...

Li-Li Geng, Ya-Chong He, Guang-Fei Yang et al. · 0 citations

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