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Investigating Causal Genetic Effects on Overall Survival of Glioblastoma Patients using Normalizing Flow and Structural Causal Model.

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第一作者： Fanyang,Yu

第一单位： Center for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, Philadelphia, PA 19104, USA.;Department of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104, USA.

作者： Fanyang,Yu ^[1] ; Rongguang,Wang ^[2] ; Pratik,Chaudhari ^[3] ; Christos,Davatzikos ^[4]

作者单位： Center for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, Philadelphia, PA 19104, USA.;Department of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104, USA. ^[1] Center for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, Philadelphia, PA 19104, USA.;Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia, PA 19104, USA. ^[2] Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia, PA 19104, USA. ^[3] Center for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, Philadelphia, PA 19104, USA.;Department of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104, USA.;Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia, PA 19104, USA.;Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA. ^[4]

关键词 Causal inference glioblastoma normalizing flow radiomics survival analysis

DOI 10.1117/12.3005434

PMID 38650741

发布时间 2024-11-02

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