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Predicting glioblastoma molecular subtypes and prognosis with a multimodal model integrating convolutional neural network, radiomics, and semantics.
Zhong, Sheng; Ren, Jia-Xin; Yu, Ze-Peng; Peng, Yi-Da; Yu, Cheng-Wei; Deng, Davy; Xie, YangYiran; He, Zhen-Qiang; Duan, Hao; Wu, Bo; Li, Hui; Yang, Wen-Zhuo; Bai, Yang; Sai, Ke; Chen, Yin-Sheng; Guo, Cheng-Cheng; Li, De-Pei; Cheng, Ye; Zhang, Xiang-Heng; Mou, Yong-Gao.
Afiliación
  • Zhong S; 1Department of Neurosurgery and Neuro-Oncology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China.
  • Ren JX; 2Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts.
  • Yu ZP; 3Department of Bioinformatics, Harvard Medical School, Boston, Massachusetts.
  • Peng YD; 4Department of Neurology, Stroke Center, The First Hospital of Jilin University, Changchun, China.
  • Yu CW; 1Department of Neurosurgery and Neuro-Oncology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China.
  • Deng D; 5College of Computer Science and Technology, Jilin University, Changchun, China.
  • Xie Y; 1Department of Neurosurgery and Neuro-Oncology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China.
  • He ZQ; 2Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts.
  • Duan H; 6Vanderbilt University School of Medicine, Nashville, Tennessee.
  • Wu B; 1Department of Neurosurgery and Neuro-Oncology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China.
  • Li H; 1Department of Neurosurgery and Neuro-Oncology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China.
  • Yang WZ; Departments of7Orthopaedics.
  • Bai Y; 8Neurology, and.
  • Sai K; 1Department of Neurosurgery and Neuro-Oncology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China.
  • Chen YS; 9Neurosurgery, The First Hospital of Jilin University, Changchun, China; and.
  • Guo CC; 1Department of Neurosurgery and Neuro-Oncology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China.
  • Li DP; 1Department of Neurosurgery and Neuro-Oncology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China.
  • Cheng Y; 1Department of Neurosurgery and Neuro-Oncology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China.
  • Zhang XH; 1Department of Neurosurgery and Neuro-Oncology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China.
  • Mou YG; 10Department of Neurosurgery, The Xuanwu Hospital Capital Medical University, Beijing, China.
J Neurosurg ; : 1-10, 2022 Dec 02.
Article en En | MEDLINE | ID: mdl-36461822

Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Tipo de estudio: Prognostic_studies / Risk_factors_studies Idioma: En Revista: J Neurosurg Año: 2022 Tipo del documento: Article País de afiliación: China Pais de publicación: Estados Unidos

Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Tipo de estudio: Prognostic_studies / Risk_factors_studies Idioma: En Revista: J Neurosurg Año: 2022 Tipo del documento: Article País de afiliación: China Pais de publicación: Estados Unidos