Gamma distribution based predicting model for breast cancer drug response based on multi-layer feature selection

• Published in: Frontiers in genetics Vol. 14; p. 1095976
• Main Authors: Cui, Tongtong, Wang, Zeyuan, Gu, Hong, Qin, Pan, Wang, Jia
• Format: Journal Article
• Language: English
• Published: Switzerland Frontiers Media S.A 02.02.2023
• Subjects: artificial neural network; breast cancer; drug response; feature selection; generalized linear model; Genetics; machine learning; drug response; generalized linear model; artificial neural network; breast cancer; machine learning; feature selection

In the pursuit of precision medicine for cancer, a promising step is to predict drug response based on data mining, which can provide clinical decision support for cancer patients. Although some machine learning methods for predicting drug response from genomic data already exist, most of them focus...