A novel MRI-based deep learning networks combined with attention mechanism for predicting CDKN2A/B homozygous deletion status in IDH-mutant astrocytoma.

导出原文传递

翻译打印收藏纠错

作者： Liqiang,Zhang ^[1] ; Rui,Wang ^[2] ; Jueni,Gao ^[1] ; Yi,Tang ^[3] ; Xinyi,Xu ^[1] ; Yubo,Kan ^[4] ; Xu,Cao ^[4] ; Zhipeng,Wen ^[5] ; Zhi,Liu ^[6] ; Shaoguo,Cui ^[7] ; Yongmei,Li ^[8]

作者单位： Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China. ^[1] School of Computer Science and Engineering, Chongqing Normal University, Chongqing, 401331, China. ^[2] Molecular Medicine Diagnostic and Testing Center, Chongqing Medical University, Chongqing, 400016, China. ^[3] School of Medical and Life Sciences, Chengdu University of Traditional Chinese Medicine, Chengdu, 610032, China. ^[4] Department of Radiology, School of Medicine, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, University of Electronic Science and Technology of China, Chengdu, 610042, China. ^[5] Department of Radiology, Chongqing Hospital of Traditional Chinese Medicine, Chongqing, 400021, China. liuzhi071120@163.com. ^[6] School of Computer Science and Engineering, Chongqing Normal University, Chongqing, 401331, China. csg@cqnu.edu.cn. ^[7] Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China. lymzhang70@163.com. ^[8]

关键词 Astrocytoma Brain Deep learning Genomics Magnetic resonance imaging