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Mapping relationships among schizophrenia, bipolar and schizoaffective disorders: A deep classification and clustering framework using fMRI time series
期刊论文
SCHIZOPHRENIA RESEARCH, 2022, 卷号: 245, 页码: 141-150
Authors:
Yan, Weizheng
;
Zhao, Min
;
Fu, Zening
;
Pearlson, Godfrey D.
;
Sui, Jing
;
Calhoun, Vince D.
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View/Download:7/0
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Submit date:2022/07/25
Deep learning
FMRI
Schizophrenia
Bipolar disorder
Schizoaffective disorder
Tract-specific white matter microstructural alterations in subjects with schizophrenia and unaffected first-degree relatives
期刊论文
BRAIN IMAGING AND BEHAVIOR, 2022, 页码: 10
Authors:
Xie, Sangma
;
Zhuo, Junjie
;
Song, Ming
;
Chu, Congying
;
Cui, Yue
;
Chen, Yunchun
;
Wang, Huaning
;
Li, Lihua
;
Jiang, Tianzi
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View/Download:8/0
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Submit date:2022/07/25
Schizophrenia
Unaffected first-degree relatives
Genetic predisposition
White matter tracts
Probabilistic tractography
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
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View/Download:6/0
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Submit date:2022/07/25
schizophrenia
major depressive disorder
bipolar disorder
gray matter volume (GMV)
psychopathology
基于磁共振影像的脑龄预测与大脑发展老化模式研究
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:
胡天宇
Adobe PDF(27463Kb)
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View/Download:44/1
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Submit date:2022/06/13
磁共振成像
脑龄预测
深度学习
大脑老化
个体差异
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
Adobe PDF(13666Kb)
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View/Download:26/2
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Submit date:2022/06/17
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Transformer与迁移学习的神经精神疾病分类研究
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:
李超
Adobe PDF(3620Kb)
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View/Download:16/0
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Submit date:2022/06/24
深度学习
迁移学习
神经精神疾病
神经影像分析
大规模预训练
基于静息态脑电的组织承诺分析方法研究
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:
张睿
Adobe PDF(3544Kb)
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View/Download:25/0
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Submit date:2022/06/13
静息态脑电,模式识别,特征提取,深度学习,组织承诺
基于磁共振影像与多组学数据解析精神分裂症功能失连接生物学机制的研究
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:
王萌
Adobe PDF(7219Kb)
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View/Download:28/0
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Submit date:2022/06/16
精神分裂症
磁共振影像
多组学
跨尺度
失连接
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)
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View/Download:26/0
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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
基于脑网络和机器学习的脑动静脉畸形致痫风险研究
学位论文
工程硕士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:
廖小华
Adobe PDF(9583Kb)
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View/Download:26/0
  |  
Submit date:2022/06/15
脑动静脉畸形
癫痫
脑网络
机器学习