Clinical radiomics-based machine learning versus three-dimension convolutional neural network analysis for differentiation of thymic epithelial tumors from other prevascular mediastinal tumors on chest computed tomography scan.

Chang, Chao-Chun; Tang, En-Kuei; Wei, Yu-Feng; Lin, Chia-Ying; Wu, Fu-Zong; Wu, Ming-Ting; Liu, Yi-Sheng; Yen, Yi-Ting; Ma, Mi-Chia; Tseng, Yau-Lin

Chang, Chao-Chun; Tang, En-Kuei; Wei, Yu-Feng; Lin, Chia-Ying; Wu, Fu-Zong; Wu, Ming-Ting; Liu, Yi-Sheng; Yen, Yi-Ting; Ma, Mi-Chia; Tseng, Yau-Lin.

Afiliación

Chang CC; Division of Thoracic Surgery, Department of Surgery, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan.
Tang EK; Division of Thoracic Surgery, Department of Surgery, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan.
Wei YF; School of Medicine for International Students, College of Medicine, I-Shou University, Kaohsiung, Taiwan.
Lin CY; Division of Chest Medicine, Department of Internal Medicine, E-Da Cancer Hospital, Kaohsiung, Taiwan.
Wu FZ; Department of Medical Imaging, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan.
Wu MT; Department of Radiology, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan.
Liu YS; Faculty of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.
Yen YT; Institute of Education, National Sun Yat-sen University, Kaohsiung, Taiwan.
Ma MC; Department of Radiology, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan.
Tseng YL; School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.

Front Oncol ; 13: 1105100, 2023.

Article en En | MEDLINE | ID: mdl-37143945

Palabras clave

convolutional neural networks; deep learning; machine learning; prevascular mediastinal tumor; radiomics

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Texto completo: 1 Base de datos: MEDLINE Tipo de estudio: Observational_studies / Prognostic_studies / Risk_factors_studies Idioma: En Revista: Front Oncol Año: 2023 Tipo del documento: Article País de afiliación: Taiwán

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