Multi-label classification for multi-drug resistance prediction of Escherichia coli

Yunxiao Ren,Trinad Chakraborty,Swapnil Doijad,Linda Falgenhauer,Jane Falgenhauer,Alexander Goesmann,Oliver Schwengers,Dominik Heider

Computational and Structural Biotechnology Journal（2022）

引用 6|浏览10

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摘要

•Multi-label classification (MLC) methods can be used to reliably predict multi-drug resistance in pathogens.•ECC model outperforms the other four MLC methods and can effectively predict MDR with high accuracy.•Our study paves the way for improving diagnostics of infections in patients.

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关键词

Multi-drug resistance,Machine learning,Multi-label classification

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