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Development and validation of a preoperative CT-based radiomic nomogram to predict pathology invasiveness in patients with a solitary pulmonary nodule: a machine learning approach, multicenter, diagnostic study.
Huang, Luyu; Lin, Weihuan; Xie, Daipeng; Yu, Yunfang; Cao, Hanbo; Liao, Guoqing; Wu, Shaowei; Yao, Lintong; Wang, Zhaoyu; Wang, Mei; Wang, Siyun; Wang, Guangyi; Zhang, Dongkun; Yao, Su; He, Zifan; Cho, William Chi-Shing; Chen, Duo; Zhang, Zhengjie; Li, Wanshan; Qiao, Guibin; Chan, Lawrence Wing-Chi; Zhou, Haiyu.
Afiliación
  • Huang L; Division of Thoracic Surgery, Guangdong Provincial People's Hospital & Guangdong Academy of Medical Sciences, The Second School of Clinical Medicine, Southern Medical University, Shantou University Medical College, Guangzhou, China.
  • Lin W; Division of Thoracic Surgery, Guangdong Provincial People's Hospital & Guangdong Academy of Medical Sciences, The Second School of Clinical Medicine, Southern Medical University, Shantou University Medical College, Guangzhou, China.
  • Xie D; Division of Thoracic Surgery, Guangdong Provincial People's Hospital & Guangdong Academy of Medical Sciences, The Second School of Clinical Medicine, Southern Medical University, Shantou University Medical College, Guangzhou, China.
  • Yu Y; Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Department of Medical Oncology, Phase I Clinical Trial Centre, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China.
  • Cao H; AI & Digital Media Concentration Program, Division of Science and Technology, Beijing Normal University-Hong Kong Baptist University United International College, Zhuhai, China.
  • Liao G; Department of Radiology, Zhoushan Hospital, Zhoushan City, Zhejiang Province, China.
  • Wu S; Division of Thoracic Surgery, Guangdong Provincial People's Hospital & Guangdong Academy of Medical Sciences, The Second School of Clinical Medicine, Southern Medical University, Shantou University Medical College, Guangzhou, China.
  • Yao L; Division of Thoracic Surgery, Guangdong Provincial People's Hospital & Guangdong Academy of Medical Sciences, The Second School of Clinical Medicine, Southern Medical University, Shantou University Medical College, Guangzhou, China.
  • Wang Z; Division of Thoracic Surgery, Guangdong Provincial People's Hospital & Guangdong Academy of Medical Sciences, The Second School of Clinical Medicine, Southern Medical University, Shantou University Medical College, Guangzhou, China.
  • Wang M; Department of Pathology, Zhoushan Hospital, Zhoushan City, Zhejiang Province, China.
  • Wang S; Department of Radiology, Department of PET Center, Guangdong Provincial People's Hospital & Guangdong Academy of Medical Sciences, Guangzhou, China.
  • Wang G; Department of Radiology, Department of PET Center, Guangdong Provincial People's Hospital & Guangdong Academy of Medical Sciences, Guangzhou, China.
  • Zhang D; Department of Radiology, Department of PET Center, Guangdong Provincial People's Hospital & Guangdong Academy of Medical Sciences, Guangzhou, China.
  • Yao S; Division of Thoracic Surgery, Guangdong Provincial People's Hospital & Guangdong Academy of Medical Sciences, The Second School of Clinical Medicine, Southern Medical University, Shantou University Medical College, Guangzhou, China.
  • He Z; Department of Pathology, Guangdong Provincial People's Hospital & Guangdong Academy of Medical Sciences, Guangzhou, China.
  • Cho WC; Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Department of Medical Oncology, Phase I Clinical Trial Centre, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China.
  • Chen D; Department of Clinical Oncology, Queen Elizabeth Hospital, Hong Kong, China.
  • Zhang Z; Department of Respiratory and Critical Care Medicine, Beijing Institute of Respiratory Medicine, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China.
  • Li W; Division of Thoracic Surgery, Guangdong Provincial People's Hospital & Guangdong Academy of Medical Sciences, The Second School of Clinical Medicine, Southern Medical University, Shantou University Medical College, Guangzhou, China.
  • Qiao G; Clinical Medicine, Zhongshan School of Medicine, Yat-Sen University, Guangzhou, China.
  • Chan LW; Division of Thoracic Surgery, Guangdong Provincial People's Hospital & Guangdong Academy of Medical Sciences, The Second School of Clinical Medicine, Southern Medical University, Shantou University Medical College, Guangzhou, China. guibinqiao@126.com.
  • Zhou H; Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong, China. wing.chi.chan@polyu.edu.hk.
Eur Radiol ; 32(3): 1983-1996, 2022 Mar.
Article en En | MEDLINE | ID: mdl-34654966
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Texto completo: 1 Colección: 01-internacional Asunto principal: Nódulo Pulmonar Solitario / Carcinoma de Pulmón de Células no Pequeñas / Neoplasias Pulmonares Tipo de estudio: Diagnostic_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Female / Humans / Middle aged Idioma: En Revista: Eur Radiol Asunto de la revista: RADIOLOGIA Año: 2022 Tipo del documento: Article País de afiliación: China
Texto completo
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Texto completo: 1 Colección: 01-internacional Asunto principal: Nódulo Pulmonar Solitario / Carcinoma de Pulmón de Células no Pequeñas / Neoplasias Pulmonares Tipo de estudio: Diagnostic_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Female / Humans / Middle aged Idioma: En Revista: Eur Radiol Asunto de la revista: RADIOLOGIA Año: 2022 Tipo del documento: Article País de afiliación: China