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E2EFP-MIL: End-to-end and high-generalizability weakly supervised deep convolutional network for lung cancer classification from whole slide image.
Cao, Lei; Wang, Jie; Zhang, Yuanyuan; Rong, Zhiwei; Wang, Meng; Wang, Liuying; Ji, Jianxin; Qian, Youhui; Zhang, Liuchao; Wu, Hao; Song, Jiali; Liu, Zheng; Wang, Wenjie; Li, Shuang; Wang, Peiyu; Xu, Zhenyi; Zhang, Jingyuan; Zhao, Liang; Wang, Hang; Sun, Mengting; Huang, Xing; Yin, Rong; Lu, Yuhong; Liu, Ziqian; Deng, Kui; Wang, Gongwei; Qiu, Mantang; Li, Kang; Wang, Jun; Hou, Yan.
Affiliation
  • Cao L; Department of Biostatistics, School of Public Health, Harbin Medical University, Harbin 150081, China.
  • Wang J; Department of Tumor Biobank, Jiangsu Cancer Hospital, Jiangsu Institute of Cancer Research, Nanjing 210009, China.
  • Zhang Y; Department of Pathology, Peking University People's Hospital, Beijing 100044, China.
  • Rong Z; Department of Biostatistics, School of Public Health, Peking University, Beijing 100191, China.
  • Wang M; Department of Biostatistics, School of Public Health, Harbin Medical University, Harbin 150081, China.
  • Wang L; Department of Biostatistics, School of Public Health, Harbin Medical University, Harbin 150081, China.
  • Ji J; Department of Biostatistics, School of Public Health, Harbin Medical University, Harbin 150081, China.
  • Qian Y; Department of Thoracic Surgery, The First Affiliated Hospital of Shenzhen University, Shenzhen 518000, China.
  • Zhang L; Department of Biostatistics, School of Public Health, Harbin Medical University, Harbin 150081, China.
  • Wu H; Department of Thoracic Surgery, The First Affiliated Hospital of Shenzhen University, Shenzhen 518000, China.
  • Song J; Department of Biostatistics, School of Public Health, Peking University, Beijing 100191, China.
  • Liu Z; Department of Thoracic Surgery, Peking University People's Hospital, Beijing 100044, China.
  • Wang W; Department of Biostatistics, School of Public Health, Harbin Medical University, Harbin 150081, China.
  • Li S; Department of Biostatistics, School of Public Health, Harbin Medical University, Harbin 150081, China.
  • Wang P; Department of Thoracic Surgery, Peking University People's Hospital, Beijing 100044, China.
  • Xu Z; Department of Biostatistics, School of Public Health, Harbin Medical University, Harbin 150081, China.
  • Zhang J; Department of Pathology, Jiangsu Cancer Hospital, The Affiliated Cancer Hospital of Nanjing Medical University, Nanjing 210009, China.
  • Zhao L; Department of Biostatistics, School of Public Health, Harbin Medical University, Harbin 150081, China.
  • Wang H; Department of Tumor Biobank, Jiangsu Cancer Hospital, Jiangsu Institute of Cancer Research, Nanjing 210009, China.
  • Sun M; Department of Tumor Biobank, Jiangsu Cancer Hospital, Jiangsu Institute of Cancer Research, Nanjing 210009, China.
  • Huang X; Department of Pathology, Jiangsu Cancer Hospital, The Affiliated Cancer Hospital of Nanjing Medical University, Nanjing 210009, China.
  • Yin R; Department of Thoracic Surgery, Jiangsu Key Laboratory of Molecular and Translational Cancer Research, Jiangsu Cancer Hospital, Nanjing 210009, China.
  • Lu Y; Department of Biostatistics, School of Public Health, Peking University, Beijing 100191, China.
  • Liu Z; Biostatistics and SAS Programming, Clinical Sciences, Johnson & Johnson Vision Care, Inc., FL 32256, US.
  • Deng K; Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt University Medical Center, Nashville, TN 37232, US.
  • Wang G; Department of Pathology, Peking University People's Hospital, Beijing 100044, China.
  • Qiu M; Department of Thoracic Surgery, Peking University People's Hospital, Beijing 100044, China. Electronic address: qiumantang@163.com.
  • Li K; Department of Biostatistics, School of Public Health, Harbin Medical University, Harbin 150081, China. Electronic address: likang@ems.hrbmu.edu.cn.
  • Wang J; Department of Thoracic Surgery, Peking University People's Hospital, Beijing 100044, China. Electronic address: jwangmd@pku.edu.cn.
  • Hou Y; Department of Biostatistics, School of Public Health, Peking University, Beijing 100191, China. Electronic address: houyan@bjmu.edu.cn.
Med Image Anal ; 88: 102837, 2023 08.
Article in En | MEDLINE | ID: mdl-37216736

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Artificial Intelligence / Lung Neoplasms Type of study: Prognostic_studies Limits: Humans Country/Region as subject: Asia Language: En Journal: Med Image Anal Journal subject: DIAGNOSTICO POR IMAGEM Year: 2023 Document type: Article Affiliation country: Country of publication:

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Artificial Intelligence / Lung Neoplasms Type of study: Prognostic_studies Limits: Humans Country/Region as subject: Asia Language: En Journal: Med Image Anal Journal subject: DIAGNOSTICO POR IMAGEM Year: 2023 Document type: Article Affiliation country: Country of publication: