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Development and Validation of Machine Learning-based Model for the Prediction of Malignancy in Multiple Pulmonary Nodules: Analysis from Multicentric Cohorts.
Chen, Kezhong; Nie, Yuntao; Park, Samina; Zhang, Kai; Zhang, Yangming; Liu, Yuan; Hui, Bengang; Zhou, Lixin; Wang, Xun; Qi, Qingyi; Li, Hao; Kang, Guannan; Huang, Yuqing; Chen, Yingtai; Liu, Jiabao; Cui, Jian; Li, Mingru; Park, In Kyu; Kang, Chang Hyun; Shen, Haifeng; Yang, Yingshun; Guan, Tian; Zhang, Yaxiao; Yang, Fan; Kim, Young Tae; Wang, Jun.
Afiliação
  • Chen K; Department of Thoracic Surgery, Peking University People's Hospital, Beijing, China. wangjun@pkuph.edu.cn chenkezhong@pkuph.edu.cn ytkim@snu.ac.kr.
  • Nie Y; Department of Thoracic Surgery, Peking University People's Hospital, Beijing, China.
  • Park S; Department of Thoracic and Cardiovascular Surgery, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea.
  • Zhang K; Department of Thoracic Surgery, Peking University People's Hospital, Beijing, China.
  • Zhang Y; Institute of Synthetic Biology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China.
  • Liu Y; Synthetic and Functional Biomolecules Center, Beijing National Laboratory for Molecular Sciences, Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education, College of Chemistry and Molecular Engineering, Peking University, Beijing, China.
  • Hui B; Department of Thoracic Surgery, Tangdu Hospital, Air Force Medical University, Xi'an, China.
  • Zhou L; Department of Thoracic Surgery, Peking University People's Hospital, Beijing, China.
  • Wang X; Department of Thoracic Surgery, Peking University People's Hospital, Beijing, China.
  • Qi Q; Department of Radiology, Peking University People's Hospital, Beijing, China.
  • Li H; Department of Thoracic Surgery, Peking University People's Hospital, Beijing, China.
  • Kang G; Department of Thoracic Surgery, Peking University People's Hospital, Beijing, China.
  • Huang Y; Department of Thoracic Surgery, Beijing Haidian Hospital, Beijing, China.
  • Chen Y; Department of Thoracic Surgery, Beijing Aerospace General Hospital, Beijing, China.
  • Liu J; Department of Thoracic Surgery, First Hospital of Shijiazhuang, Shijiazhuang, China.
  • Cui J; Department of Thoracic Surgery, Beijing Chuiyangliu Hospital, Beijing, China.
  • Li M; Department of Thoracic Surgery, Aerospace 731 Hospital, Beijing, China.
  • Park IK; Department of Thoracic and Cardiovascular Surgery, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea.
  • Kang CH; Department of Thoracic and Cardiovascular Surgery, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea.
  • Shen H; Department of Thoracic Surgery, Peking University People's Hospital, Beijing, China.
  • Yang Y; Department of Thoracic Surgery, Beijing Haidian Hospital, Beijing, China.
  • Guan T; Department of Thoracic Surgery, Peking University People's Hospital, Beijing, China.
  • Zhang Y; Department of Thoracic Surgery, First Hospital of Shijiazhuang, Shijiazhuang, China.
  • Yang F; Department of Thoracic Surgery, Peking University People's Hospital, Beijing, China.
  • Kim YT; Department of Thoracic and Cardiovascular Surgery, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea. wangjun@pkuph.edu.cn chenkezhong@pkuph.edu.cn ytkim@snu.ac.kr.
  • Wang J; Department of Thoracic Surgery, Peking University People's Hospital, Beijing, China. wangjun@pkuph.edu.cn chenkezhong@pkuph.edu.cn ytkim@snu.ac.kr.
Clin Cancer Res ; 27(8): 2255-2265, 2021 04 15.
Article em En | MEDLINE | ID: mdl-33627492
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Nódulos Pulmonares Múltiplos / Tomada de Decisão Clínica / Aprendizado de Máquina / Pulmão / Neoplasias Pulmonares Tipo de estudo: Clinical_trials / Diagnostic_studies / Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Adolescent / Adult / Aged / Aged80 / Female / Humans / Male / Middle aged Idioma: En Ano de publicação: 2021 Tipo de documento: Article
Texto completo
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Nódulos Pulmonares Múltiplos / Tomada de Decisão Clínica / Aprendizado de Máquina / Pulmão / Neoplasias Pulmonares Tipo de estudo: Clinical_trials / Diagnostic_studies / Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Adolescent / Adult / Aged / Aged80 / Female / Humans / Male / Middle aged Idioma: En Ano de publicação: 2021 Tipo de documento: Article