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Integration of machine learning and genome-scale metabolic modeling identifies multi-omics biomarkers for radiation resistance
Resistance to ionizing radiation, a first-line therapy for many cancers, is a major clinical challenge. Personalized prediction of tumor radiosensitivity is not currently implemented clinically due to insufficient accuracy of existing machine learning classifiers. Despite the acknowledged role of tu...
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| 發表在: | Nat Commun |
|---|---|
| Main Authors: | , |
| 格式: | Artigo |
| 語言: | Inglês |
| 出版: |
Nature Publishing Group UK
2021
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| 主題: | |
| 在線閱讀: | https://ncbi.nlm.nih.gov/pmc/articles/PMC8113601/ https://ncbi.nlm.nih.gov/pubmed/33976213 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41467-021-22989-1 |
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