Spatial Attention-Based Deep Learning System for Breast Cancer Pathological Complete Response Prediction with Serial Histopathology Images in Multiple Stains.

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作者： Hongyi,Duanmu ^[1] ; Shristi,Bhattarai ^[2] ; Hongxiao,Li ^[2] ; Chia Cheng,Cheng ^[1] ; Fusheng,Wang ^[1] ; George,Teodoro ^[3] ; Emiel A M,Janssen ^[4] ; Keerthi,Gogineni ^[5] ; Preeti,Subhedar ^[5] ; Ritu,Aneja ^[2] ; Jun,Kong ^[2]

作者单位： Stony Brook University, Stony Brook, NY 11794, USA. ^[1] Georgia State University, Atlanta, GA 30302, USA. ^[2] Federal University of Minas Gerais, Belo Horizonte 31270-010, Brazil. ^[3] Department of Pathology, Stavanger University Hospital, Stavanger, Norway. ^[4] Emory University, Atlanta, GA 30322, USA. ^[5]

关键词 Breast cancer Convolutional neural network Pathological complete response Serial pathology images Spatial attention

DOI 10.1007/978-3-030-87237-3_53

PMID 36222817

发布时间 2022-10-14

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Medical image computing and computer-assisted intervention

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Spatial Attention-Based Deep Learning System for Breast Cancer Pathological Complete Response Prediction with Serial Histopathology Images in Multiple Stains.

Medical image computing and computer-assisted intervention

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Spatial Attention-Based Deep Learning System for Breast Cancer Pathological Complete Response Prediction with Serial Histopathology Images in Multiple Stains.

Medical image computing and computer-assisted intervention

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Medical image computing and computer-assisted intervention

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