Interpretable machine learning of clinical MALDI-TOF spectra discriminates carbapenem-resistant Klebsiella pneumoniae while revealing phylogenetic heterogeneity that limits model generalizability
- DOI
- 10.1016/j.jmsacl.2025.11.003
- Published
- 2025-12
- Container
- Journal of Mass Spectrometry and Advances in the Clinical Lab
- Publisher
- Stanford University Press
- Open access
- unknown
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Cite this work
BibTeX
@article{allodium:10.1016/j.jmsacl.2025.11.003,
title = {Interpretable machine learning of clinical MALDI-TOF spectra discriminates carbapenem-resistant Klebsiella pneumoniae while revealing phylogenetic heterogeneity that limits model generalizability},
author = {Chuangye Cai and Mengxue Zou and Mingxiao Chen and Peibo Yuan and Zhencheng Fang and Lanlan Zhong and Dingqiang Chen and Hongwei Zhou and Nianyi Zeng},
year = {2025},
journal = {Journal of Mass Spectrometry and Advances in the Clinical Lab},
doi = {10.1016/j.jmsacl.2025.11.003},
url = {https://doi.org/10.1016/j.jmsacl.2025.11.003}
}RIS
TY - JOUR TI - Interpretable machine learning of clinical MALDI-TOF spectra discriminates carbapenem-resistant Klebsiella pneumoniae while revealing phylogenetic heterogeneity that limits model generalizability AU - Chuangye Cai AU - Mengxue Zou AU - Mingxiao Chen AU - Peibo Yuan AU - Zhencheng Fang AU - Lanlan Zhong AU - Dingqiang Chen AU - Hongwei Zhou AU - Nianyi Zeng PY - 2025 JO - Journal of Mass Spectrometry and Advances in the Clinical Lab DO - 10.1016/j.jmsacl.2025.11.003 UR - https://doi.org/10.1016/j.jmsacl.2025.11.003 ER -
APA
Cai, C., Zou, M., Chen, M., Yuan, P., Fang, Z., Zhong, L., Chen, D., Zhou, H., & Zeng, N. (2025). Interpretable machine learning of clinical MALDI-TOF spectra discriminates carbapenem-resistant Klebsiella pneumoniae while revealing phylogenetic heterogeneity that limits model generalizability. Journal of Mass Spectrometry and Advances in the Clinical Lab. https://doi.org/10.1016/j.jmsacl.2025.11.003
Source records
- crossref · retrieved 2026-09-27T12:15:22.413Z