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A new xAI framework with feature explainability for tumors decision-making in Ultrasound data: comparing with Grad-CAM.
Song, Di; Yao, Jincao; Jiang, Yitao; Shi, Siyuan; Cui, Chen; Wang, Liping; Wang, Lijing; Wu, Huaiyu; Tian, Hongtian; Ye, Xiuqin; Ou, Di; Li, Wei; Feng, Na; Pan, Weiyun; Song, Mei; Xu, Jinfeng; Xu, Dong; Wu, Linghu; Dong, Fajin.
Afiliación
  • Song D; Department of Ultrasound, Shenzhen People's Hospital, The Second Clinical Medical College, Jinan University; The First Affiliated Hospital, Southern University of Science and Technology, Shenzhen 518020, Guangdong, China. Electronic address: songdi@szhospital.com.
  • Yao J; The Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, China. Electronic address: yaojc@zjcc.org.cn.
  • Jiang Y; Research and development department, Microport Prophecy, Shanghai 201203, China. Electronic address: joetao097@gmail.com.
  • Shi S; Research and development department, Illuminate, LLC, Shenzhen, Guangdong 518000, China. Electronic address: siyuanshinu@gmail.com.
  • Cui C; Research and development department, Illuminate, LLC, Shenzhen, Guangdong 518000, China. Electronic address: antony.cuichen@gmail.com.
  • Wang L; The Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, China. Electronic address: wanglp@zjcc.org.cn.
  • Wang L; The Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, China. Electronic address: wanglj844@zjcc.org.cn.
  • Wu H; Department of Ultrasound, Shenzhen People's Hospital, The Second Clinical Medical College, Jinan University; The First Affiliated Hospital, Southern University of Science and Technology, Shenzhen 518020, Guangdong, China. Electronic address: 234721800@qq.com.
  • Tian H; Department of Ultrasound, Shenzhen People's Hospital, The Second Clinical Medical College, Jinan University; The First Affiliated Hospital, Southern University of Science and Technology, Shenzhen 518020, Guangdong, China. Electronic address: tianhongtian@szhospital.com.
  • Ye X; Department of Ultrasound, Shenzhen People's Hospital, The Second Clinical Medical College, Jinan University; The First Affiliated Hospital, Southern University of Science and Technology, Shenzhen 518020, Guangdong, China.
  • Ou D; The Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, China. Electronic address: oudi@zjcc.org.cn.
  • Li W; The Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, China. Electronic address: liwei@zjcc.org.cn.
  • Feng N; The Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, China. Electronic address: fengna@zjcc.org.cn.
  • Pan W; The Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, China. Electronic address: panwy@zjcc.org.cn.
  • Song M; The Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, China. Electronic address: songmei@zjcc.org.cn.
  • Xu J; Department of Ultrasound, Shenzhen People's Hospital, The Second Clinical Medical College, Jinan University; The First Affiliated Hospital, Southern University of Science and Technology, Shenzhen 518020, Guangdong, China. Electronic address: xujinfeng@yahoo.com.
  • Xu D; The Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, China. Electronic address: xudong@zjcc.org.cn.
  • Wu L; Department of Ultrasound, Shenzhen People's Hospital, The Second Clinical Medical College, Jinan University; The First Affiliated Hospital, Southern University of Science and Technology, Shenzhen 518020, Guangdong, China. Electronic address: wulinghu@szhospital.com.
  • Dong F; Department of Ultrasound, Shenzhen People's Hospital, The Second Clinical Medical College, Jinan University; The First Affiliated Hospital, Southern University of Science and Technology, Shenzhen 518020, Guangdong, China. Electronic address: dongfajin@szhospital.com.
Comput Methods Programs Biomed ; 235: 107527, 2023 Jun.
Article en En | MEDLINE | ID: mdl-37086704
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Texto completo: 1 Colección: 01-internacional Asunto principal: Médicos / Neoplasias de la Tiroides Tipo de estudio: Diagnostic_studies / Prognostic_studies Límite: Humans Idioma: En Revista: Comput Methods Programs Biomed Asunto de la revista: INFORMATICA MEDICA Año: 2023 Tipo del documento: Article
Texto completo
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Texto completo: 1 Colección: 01-internacional Asunto principal: Médicos / Neoplasias de la Tiroides Tipo de estudio: Diagnostic_studies / Prognostic_studies Límite: Humans Idioma: En Revista: Comput Methods Programs Biomed Asunto de la revista: INFORMATICA MEDICA Año: 2023 Tipo del documento: Article