Multimodal-based machine learning strategy for accurate and non-invasive prediction of intramedullary glioma grade and mutation status of molecular markers: a retrospective study.

Ma, Chao; Wang, Liyang; Song, Dengpan; Gao, Chuntian; Jing, Linkai; Lu, Yang; Liu, Dongkang; Man, Weitao; Yang, Kaiyuan; Meng, Zhe; Zhang, Huifang; Xue, Ping; Zhang, Yupeng; Guo, Fuyou; Wang, Guihuai

Ma, Chao; Wang, Liyang; Song, Dengpan; Gao, Chuntian; Jing, Linkai; Lu, Yang; Liu, Dongkang; Man, Weitao; Yang, Kaiyuan; Meng, Zhe; Zhang, Huifang; Xue, Ping; Zhang, Yupeng; Guo, Fuyou; Wang, Guihuai.

Afiliação

Ma C; School of Clinical Medicine, Tsinghua University, Beijing, China.
Wang L; Department of Neurosurgery, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China.
Song D; School of Clinical Medicine, Tsinghua University, Beijing, China.
Gao C; Hepato-Pancreato-Biliary Center, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China.
Jing L; Department of Neurosurgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, Zhengzhou, China.
Lu Y; School of Clinical Medicine, Tsinghua University, Beijing, China.
Liu D; Department of Neurosurgery, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China.
Man W; Department of Neurosurgery, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China.
Yang K; Department of Neurosurgery, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China.
Meng Z; Department of Neurosurgery, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China.
Zhang H; Department of Neurosurgery, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China.
Xue P; Department of Neurosurgery, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China.
Zhang Y; Department of Neurosurgery, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China.
Guo F; Department of Neurosurgery, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China.
Wang G; Institute for Precision Medicine, Tsinghua University, Beijing, China.

BMC Med ; 21(1): 198, 2023 05 29.

Article em En | MEDLINE | ID: mdl-37248527

Assuntos

Neoplasias Encefálicas; Glioma; Humanos; Estudos Retrospectivos; Proteína Supressora de Tumor p53/genética; Neoplasias Encefálicas/genética; Imageamento por Ressonância Magnética/métodos; Glioma/diagnóstico; Glioma/genética; Aprendizado de Máquina; Biomarcadores; Mutação

Palavras-chave

Alpha thalassemia/mental retardation syndrome X-linked; Intramedullary gliomas; Machine learning; Multimodal; Tumor protein p53

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Neoplasias Encefálicas / Glioma Tipo de estudo: Diagnostic_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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