Conditional Generative Adversarial Networks for Individualized Treatment Effect Estimation and Treatment Selection

Treatment response is heterogeneous. However, the classical methods treat the treatment response as homogeneous and estimate the average treatment effects. The traditional methods are difficult to apply to precision oncology. Artificial intelligence (AI) is a powerful tool for precision oncology. It...

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Detalhes bibliográficos
Publicado no:Front Genet
Main Authors: Ge, Qiyang, Huang, Xuelin, Fang, Shenying, Guo, Shicheng, Liu, Yuanyuan, Lin, Wei, Xiong, Momiao
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2020
Assuntos:
Genetics
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7759680/
https://ncbi.nlm.nih.gov/pubmed/33362849
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fgene.2020.585804
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