预测患者来源异种移植物的药物反应：基于基因表达和组织学图像的数据增强和多模态学习
摘要：PDX中的多模态神经网络和数据增强对于药物反应预测的探究
作者：Alexander Partin (1), Thomas Brettin (1), Yitan Zhu (1), James M. Dolezal (2), Sara Kochanny (2), Alexander T. Pearson (2), Maulik Shukla (1), Yvonne A. Evrard (3), James H. Doroshow (4), Rick L. Stevens (1 and 5) ((1) Computing, Environment and Life Sciences, Argonne National Laboratory, Lemont, IL, USA, (2) Department of Medicine, Section of Hematology/Oncology, University of Chicago Medical Center, Chicago, IL, USA, (3) Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Inc. Frederick, MD, USA, (4) Division of Cancer Therapeutics and Diagnosis, National Cancer Institute, Bethesda, MD, USA, (5) Department of Computer Science, The University of Chicago, Chicago, IL, USA)
论文ID：2204.11678
分类：Quantitative Methods
分类简称：q-bio.QM
提交时间：2022-04-26