BriefGPT.xyz
Dec, 2012
基于基因组和化学特性的机器学习预测癌细胞对药物的敏感性
Machine learning prediction of cancer cell sensitivity to drugs based on genomic and chemical properties
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Michael P. Menden, Francesco Iorio, Mathew Garnett, Ultan McDermott, Cyril Benes...
TL;DR
机器学习模型结合细胞基因组特征和药物化学特征,可以预测癌细胞株对治疗药物的敏感度,从而设计更优化的虚拟药物筛选来发现新型抗肿瘤药物的机会并最终应用于个性化医疗。
Abstract
Predicting the response of a specific
cancer
to a
therapy
is a major goal in modern oncology that should ultimately lead to a personalised treatment. High-throughput screenings of potentially active compounds aga
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