Data Augmentation and Multimodal Learning for Predicting Drug Response in Patient-Derived Xenografts from Gene Expressions and Histology Images

Alexander Partin,Thomas Brettin,Yitan Zhu,James M. M. Dolezal,Sara Kochanny,Alexander T. T. Pearson,Maulik Shukla,Yvonne A. A. Evrard,James H. H. Doroshow,Rick L. L. Stevens

FRONTIERS IN MEDICINE（2023）

引用 3|浏览52

关键词

drug response prediction,histology whole-slide images,gene expression,multimodal deep learning,preclinical drug studies,data augmentation,patient-derived xenograft (PDX)

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