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Biology-guided deep learning predicts prognosis and cancer immunotherapy response.
Jiang, Yuming; Zhang, Zhicheng; Wang, Wei; Huang, Weicai; Chen, Chuanli; Xi, Sujuan; Ahmad, M Usman; Ren, Yulan; Sang, Shengtian; Xie, Jingjing; Wang, Jen-Yeu; Xiong, Wenjun; Li, Tuanjie; Han, Zhen; Yuan, Qingyu; Xu, Yikai; Xing, Lei; Poultsides, George A; Li, Guoxin; Li, Ruijiang.
Afiliação
  • Jiang Y; Department of General Surgery, Guangdong Provincial Key Laboratory of Precision Medicine for Gastrointestinal Tumor, Nanfang Hospital, Southern Medical University, Guangzhou, China.
  • Zhang Z; Department of Radiation Oncology, Stanford University School of Medicine, Stanford, CA, USA.
  • Wang W; Department of Radiation Oncology, Stanford University School of Medicine, Stanford, CA, USA.
  • Huang W; JancsiTech and Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China.
  • Chen C; Department of Gastric Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China.
  • Xi S; Department of General Surgery, Guangdong Provincial Key Laboratory of Precision Medicine for Gastrointestinal Tumor, Nanfang Hospital, Southern Medical University, Guangzhou, China.
  • Ahmad MU; Department of Medical Imaging Center, Nanfang Hospital, Southern Medical University, Guangzhou, China.
  • Ren Y; The Reproductive Medical Center, The Seventh Affiliated Hospital of Sun Yat-sen University, Shenzhen, China.
  • Sang S; Department of Surgery, Stanford University School of Medicine, Stanford, CA, USA.
  • Xie J; Department of Radiation Oncology, Stanford University School of Medicine, Stanford, CA, USA.
  • Wang JY; Department of Radiation Oncology, Stanford University School of Medicine, Stanford, CA, USA.
  • Xiong W; Graduate Group of Epidemiology, University of California Davis, Davis, CA, USA.
  • Li T; Department of Radiation Oncology, Stanford University School of Medicine, Stanford, CA, USA.
  • Han Z; Department of Gastrointestinal Surgery, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou University of Chinese Medicine, Guangzhou, China.
  • Yuan Q; Department of General Surgery, Guangdong Provincial Key Laboratory of Precision Medicine for Gastrointestinal Tumor, Nanfang Hospital, Southern Medical University, Guangzhou, China.
  • Xu Y; Department of General Surgery, Guangdong Provincial Key Laboratory of Precision Medicine for Gastrointestinal Tumor, Nanfang Hospital, Southern Medical University, Guangzhou, China.
  • Xing L; Department of Medical Imaging Center, Nanfang Hospital, Southern Medical University, Guangzhou, China.
  • Poultsides GA; Department of Medical Imaging Center, Nanfang Hospital, Southern Medical University, Guangzhou, China.
  • Li G; Department of Radiation Oncology, Stanford University School of Medicine, Stanford, CA, USA.
  • Li R; Department of Surgery, Stanford University School of Medicine, Stanford, CA, USA.
Nat Commun ; 14(1): 5135, 2023 08 23.
Article em En | MEDLINE | ID: mdl-37612313
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Neoplasias Encefálicas / Aprendizado Profundo Tipo de estudo: Clinical_trials / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: Nat Commun Assunto da revista: BIOLOGIA / CIENCIA Ano de publicação: 2023 Tipo de documento: Article País de afiliação: China
Texto completo
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XML
PubMed Links
Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Neoplasias Encefálicas / Aprendizado Profundo Tipo de estudo: Clinical_trials / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: Nat Commun Assunto da revista: BIOLOGIA / CIENCIA Ano de publicação: 2023 Tipo de documento: Article País de afiliação: China