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基于结构磁共振影像的脑区分割与阿尔茨海默症早期预测研究 学位论文
工学博士, 自动化研究所: 中国科学院大学, 2022
Authors:  赵元兴
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细粒度整脑分割  半监督学习  阿尔茨海默症早期预测  轻度认知障碍转化预测  自适应全局网络  
Reduced Gray Matter Volume in Orbitofrontal Cortex Across Schizophrenia, Major Depressive Disorder, and Bipolar Disorder: A Comparative Imaging Study 期刊论文
FRONTIERS IN NEUROSCIENCE, 2022, 卷号: 16, 页码: 8
Authors:  Yang, Yongfeng;  Li, Xue;  Cui, Yue;  Liu, Kang;  Qu, Haoyang;  Lu, Yanli;  Li, Wenqiang;  Zhang, Luwen;  Zhang, Yan;  Song, Jinggui;  Lv, Luxian
Favorite  |  View/Download:18/0  |  Submit date:2022/07/25
schizophrenia  major depressive disorder  bipolar disorder  gray matter volume (GMV)  psychopathology  
精神分裂症小脑结构与功能异常的多模态 MRI 解析 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  柴霖
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小脑,精神分裂症,磁共振成像,标准化模型,损伤网络映射,形态学 测量,功能连接  
基于多中心磁共振影像的阿尔茨海默病脑网络异常表征研究 学位论文
工学硕士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  曲怡达
Adobe PDF(30502Kb)  |  Favorite  |  View/Download:41/2  |  Submit date:2022/06/16
阿尔茨海默病  弥散张量成像  白质纤维束  结构连接网络  结构功能耦合  
轻度认知障碍的生物标志物及其异质性研究 学位论文
, 中国科学院大学: 中国科学院大学, 2022
Authors:  孙宇晴
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轻度认知障碍,正电子发射断层成像,生物标志物,时空异质性,亚型  
Structural Brain Atrophy Predict Symptom Severity in Schizophrenia Based on Generalized Additive Models 会议论文
, Kolkata, India, 28-31 March 2022
Authors:  Wang, Meng;  Fan, Lingzhong;  Liu, Bing
Adobe PDF(242Kb)  |  Favorite  |  View/Download:32/2  |  Submit date:2022/06/16
Schizophrenia  Prediction  Generalized Additive Models  Symptom Severity  Brain Atrophy  
Trans-ResNet: Integrating Transformers and CNNs for Alzheimer's disease classification 会议论文
, 印度,加尔各答, 2022-3-28
Authors:  Li C(李超);  Cui Y(崔玥);  Luo N(罗娜);  Liu Y(刘勇);  Bourgeat Pierrick;  Fripp Jurgen;  Jiang TZ(蒋田仔)
Adobe PDF(3989Kb)  |  Favorite  |  View/Download:32/1  |  Submit date:2022/06/23
convolutional neural network  deep learning  structural MRI  transfer learning  Transformer  
Altered Brain Morphometry in Cerebral Small Vessel Disease With Cerebral Microbleeds: An Investigation Combining Univariate and Multivariate Pattern Analyses 期刊论文
FRONTIERS IN NEUROLOGY, 2022, 卷号: 13, 页码: 12
Authors:  Li, Jing;  Wen, Hongwei;  Wang, Shengpei;  Che, Yena;  Zhang, Nan;  Guo, Lingfei
Favorite  |  View/Download:23/0  |  Submit date:2022/06/06
cerebral small vessel disease  cerebral microbleeds  gray matter volume  white matter volume  multivariate pattern analysis  
Predicting Treatment Response in Schizophrenia With Magnetic Resonance Imaging and Polygenic Risk Score 期刊论文
FRONTIERS IN GENETICS, 2022, 卷号: 13, 页码: 11
Authors:  Wang, Meng;  Hu, Ke;  Fan, Lingzhong;  Yan, Hao;  Li, Peng;  Jiang, Tianzi;  Liu, Bing
Adobe PDF(822Kb)  |  Favorite  |  View/Download:34/2  |  Submit date:2022/06/06
schizophrenia  treatment prediction  XGBoost  polygenic risk score  magnetic resonance imaging  
Region Ensemble Network for MCI Conversion Prediction with a Relation Regularized Loss 会议论文
, 法国, 2021-10
Authors:  Zhao YX(赵元兴);  Zhang YM(张燕明);  Song M(宋明);  Liu CL(刘成林)
Adobe PDF(1114Kb)  |  Favorite  |  View/Download:15/4  |  Submit date:2022/08/18