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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Bibliographische Detailangaben
Veröffentlicht in:Front Genet
Hauptverfasser: Ge, Qiyang, Huang, Xuelin, Fang, Shenying, Guo, Shicheng, Liu, Yuanyuan, Lin, Wei, Xiong, Momiao
Format: Artigo
Sprache:Inglês
Veröffentlicht: Frontiers Media S.A. 2020
Schlagworte:
Genetics
Online Zugang: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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