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SMILE: Cost-sensitive multi-task learning for nuclear segmentation and classification with imbalanced annotations.
Pan, Xipeng; Cheng, Jijun; Hou, Feihu; Lan, Rushi; Lu, Cheng; Li, Lingqiao; Feng, Zhengyun; Wang, Huadeng; Liang, Changhong; Liu, Zhenbing; Chen, Xin; Han, Chu; Liu, Zaiyi.
Afiliação
  • Pan X; School of Computer Science and Information Security, Guilin University of Electronic Technology, Guilin, Guangxi 541004, China; Department of Radiology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong 510080, China; Gu
  • Cheng J; Software Engineering Institute, East China Normal University, Shanghai 200062, China.
  • Hou F; School of Computer Science and Information Security, Guilin University of Electronic Technology, Guilin, Guangxi 541004, China.
  • Lan R; School of Computer Science and Information Security, Guilin University of Electronic Technology, Guilin, Guangxi 541004, China.
  • Lu C; Department of Radiology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong 510080, China; Guangdong Provincial Key Laboratory of Artificial Intelligence in Medical Image Analysis and Application, Guangzhou, Guangdong 510
  • Li L; School of Computer Science and Information Security, Guilin University of Electronic Technology, Guilin, Guangxi 541004, China.
  • Feng Z; School of Computer Science and Information Security, Guilin University of Electronic Technology, Guilin, Guangxi 541004, China.
  • Wang H; School of Computer Science and Information Security, Guilin University of Electronic Technology, Guilin, Guangxi 541004, China.
  • Liang C; Department of Radiology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong 510080, China; Guangdong Provincial Key Laboratory of Artificial Intelligence in Medical Image Analysis and Application, Guangzhou, Guangdong 510
  • Liu Z; School of Computer Science and Information Security, Guilin University of Electronic Technology, Guilin, Guangxi 541004, China. Electronic address: zbliu@guet.edu.cn.
  • Chen X; Department of Radiology, Guangzhou First People's Hospital, School of Medicine, South China University of Technology, Guangzhou, Guangdong 510180, China. Electronic address: wolfchenxin@163.com.
  • Han C; Department of Radiology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong 510080, China; Guangdong Provincial Key Laboratory of Artificial Intelligence in Medical Image Analysis and Application, Guangzhou, Guangdong 510
  • Liu Z; School of Computer Science and Information Security, Guilin University of Electronic Technology, Guilin, Guangxi 541004, China; Department of Radiology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong 510080, China; Gu
Med Image Anal ; 88: 102867, 2023 08.
Article em En | MEDLINE | ID: mdl-37348167
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Algoritmos / Aprendizagem Tipo de estudo: Diagnostic_studies / Health_economic_evaluation / Prognostic_studies Limite: Humans Idioma: En Ano de publicação: 2023 Tipo de documento: Article
Texto completo
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Algoritmos / Aprendizagem Tipo de estudo: Diagnostic_studies / Health_economic_evaluation / Prognostic_studies Limite: Humans Idioma: En Ano de publicação: 2023 Tipo de documento: Article