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Image-based deep learning identifies glioblastoma risk groups with genomic and transcriptomic heterogeneity: a multi-center study.
Yan, Jing; Sun, Qiuchang; Tan, Xiangliang; Liang, Chaofeng; Bai, Hongmin; Duan, Wenchao; Mu, Tianhao; Guo, Yang; Qiu, Yuning; Wang, Weiwei; Yao, Qiaoli; Pei, Dongling; Zhao, Yuanshen; Liu, Danni; Duan, Jingxian; Chen, Shifu; Sun, Chen; Wang, Wenqing; Liu, Zhen; Hong, Xuanke; Wang, Xiangxiang; Guo, Yu; Xu, Yikai; Liu, Xianzhi; Cheng, Jingliang; Li, Zhi-Cheng; Zhang, Zhenyu.
Afiliação
  • Yan J; Department of MRI, The First Affiliated Hospital of Zhengzhou University, Jian she Dong Road 1, Zhengzhou, 450052, Henan province, China.
  • Sun Q; Institute of Biomedical and Health Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, China.
  • Tan X; University of Chinese Academy of Sciences, Beijing, China.
  • Liang C; Department of Medical Imaging Center, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China.
  • Bai H; Department of Neurosurgery, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510630, China.
  • Duan W; Department of Neurosurgery, Guangzhou General Hospital of Guangzhou Military Command, Guangzhou, 510010, China.
  • Mu T; Department of Neurosurgery, The First Affiliated Hospital of Zhengzhou University, Jian she Dong Road 1, Zhengzhou, 450052, Henan province, China.
  • Guo Y; Institute of Biomedical and Health Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, China.
  • Qiu Y; HaploX Biotechnology, Shenzhen, Guangdong, China.
  • Wang W; Department of Neurosurgery, Henan Provincial Hospital, Zhengzhou, 450052, Henan Province, China.
  • Yao Q; Department of Neurosurgery, The First Affiliated Hospital of Zhengzhou University, Jian she Dong Road 1, Zhengzhou, 450052, Henan province, China.
  • Pei D; Department of Pathology, The First Affiliated Hospital of Zhengzhou University, Jian she Dong Road 1, Zhengzhou, 450052, Henan Province, China.
  • Zhao Y; Department of Medical Imaging Center, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China.
  • Liu D; Department of Neurosurgery, The First Affiliated Hospital of Zhengzhou University, Jian she Dong Road 1, Zhengzhou, 450052, Henan province, China.
  • Duan J; Institute of Biomedical and Health Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, China.
  • Chen S; HaploX Biotechnology, Shenzhen, Guangdong, China.
  • Sun C; Institute of Biomedical and Health Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, China.
  • Wang W; Institute of Biomedical and Health Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, China.
  • Liu Z; HaploX Biotechnology, Shenzhen, Guangdong, China.
  • Hong X; Department of Neurosurgery, The First Affiliated Hospital of Zhengzhou University, Jian she Dong Road 1, Zhengzhou, 450052, Henan province, China.
  • Wang X; Department of Neurosurgery, The First Affiliated Hospital of Zhengzhou University, Jian she Dong Road 1, Zhengzhou, 450052, Henan province, China.
  • Guo Y; Department of Neurosurgery, The First Affiliated Hospital of Zhengzhou University, Jian she Dong Road 1, Zhengzhou, 450052, Henan province, China.
  • Xu Y; Department of Neurosurgery, The First Affiliated Hospital of Zhengzhou University, Jian she Dong Road 1, Zhengzhou, 450052, Henan province, China.
  • Liu X; Department of Neurosurgery, The First Affiliated Hospital of Zhengzhou University, Jian she Dong Road 1, Zhengzhou, 450052, Henan province, China.
  • Cheng J; Department of Neurosurgery, The First Affiliated Hospital of Zhengzhou University, Jian she Dong Road 1, Zhengzhou, 450052, Henan province, China.
  • Li ZC; Department of Medical Imaging Center, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China.
  • Zhang Z; Department of Neurosurgery, The First Affiliated Hospital of Zhengzhou University, Jian she Dong Road 1, Zhengzhou, 450052, Henan province, China.
Eur Radiol ; 33(2): 904-914, 2023 Feb.
Article em En | MEDLINE | ID: mdl-36001125
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Neoplasias Encefálicas / Glioblastoma / Aprendizado Profundo Tipo de estudo: Clinical_trials / Etiology_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Ano de publicação: 2023 Tipo de documento: Article
Texto completo
Imprimir
XML
PubMed Links
Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Neoplasias Encefálicas / Glioblastoma / Aprendizado Profundo Tipo de estudo: Clinical_trials / Etiology_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Ano de publicação: 2023 Tipo de documento: Article