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多模态超声时空特征互作融合智能分析算法及其辅助临床诊断研究
学位论文
, 2023
Authors:
孟哲令
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Submit date:2023/05/18
多模态超声影像
互作融合
人工智能辅助临床诊断
多步模态融合网络
层次化诊断网络
Machine Learning for Brain Imaging Genomics Methods: A Review
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 57-78
Authors:
Mei-Ling Wang
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Submit date:2023/01/18
Brain imaging genomics
machine learning
multivariate analysis
association analysis
outcome prediction
基于脑网络组图谱的精神分裂症亚型研究
学位论文
, 2022
Authors:
时维阳
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Submit date:2022/12/22
精神分裂症
异质性
亚型
影像-临床关联分析
影像-转录组关联分析
Two subtypes of schizophrenia identified by an individual-level atypical pattern of tensor-based morphometric measurement
期刊论文
CEREBRAL CORTEX, 2022, 页码: 18
Authors:
Shi, Weiyang
;
Fan, Lingzhong
;
Wang, Haiyan
;
Liu, Bing
;
Li, Wen
;
Li, Jin
;
Cheng, Luqi
;
Chu, Congying
;
Song, Ming
;
Sui, Jing
;
Luo, Na
;
Cui, Yue
;
Dong, Zhenwei
;
Lu, Yuheng
;
Ma, Yawei
;
Ma, Liang
;
Li, Kaixin
;
Chen, Jun
;
Chen, Yunchun
;
Guo, Hua
;
Li, Peng
;
Lu, Lin
;
Lv, Luxian
;
Wan, Ping
;
Wang, Huaning
;
Wang, Huiling
;
Yan, Hao
;
Yan, Jun
;
Yang, Yongfeng
;
Zhang, Hongxing
;
Zhang, Dai
;
Jiang, Tianzi
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Submit date:2022/09/19
schizophrenia
subtype
structural MRI
neuroimaging-clinic association analysis
neuroimaging-transcription association analysis
Second-Order Global Attention Networks for Graph Classification and Regression
会议论文
, Beijing, China, August 27-28, 2022
Authors:
Hu Fenyu
;
Cui Zeyu
;
Wu Shu
;
Liu Qiang
;
Wu Jinlin
;
Wang Liang
;
Tan Tieniu
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Submit date:2023/07/06
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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Submit date:2022/06/14
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
脑白质高信号人群脑血流异常研究及ASL分析系统构建
学位论文
工学硕士, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:
任家骥
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Submit date:2020/08/05
轻度认知障碍
白质高信号
动脉质子自旋标记成像
脑血流量
ASL图像处理工具
MIR137polygenic risk is associated with schizophrenia and affects functional connectivity of the dorsolateral prefrontal cortex
期刊论文
PSYCHOLOGICAL MEDICINE, 2020, 卷号: 50, 期号: 9, 页码: 1510-1518
Authors:
Liu, Shu
;
Li, Ang
;
Liu, Yong
;
Li, Jin
;
Wang, Meng
;
Sun, Yuqing
;
Qin, Wen
;
Yu, Chunshui
;
Jiang, Tianzi
;
Liu, Bing
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Submit date:2020/08/31
Dorsolateral prefrontal cortex
functional connectivity
microRNA-137
polygenic risk score
schizophrenia
Electroconvulsive therapy treatment responsive multimodal brain networks
期刊论文
HUMAN BRAIN MAPPING, 2020, 卷号: 41, 期号: 7, 页码: 11
Authors:
Qi, Shile
;
Abbott, Christopher C.
;
Narr, Katherine L.
;
Jiang, Rongtao
;
Upston, Joel
;
McClintock, Shawn M.
;
Espinoza, Randall
;
Jones, Tom
;
Zhi, Dongmei
;
Sun, Hailun
;
Yang, Xiao
;
Sui, Jing
;
Calhoun, Vince D.
Adobe PDF(3505Kb)
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Submit date:2020/03/30
depressive episodes
electroconvulsive therapy
multimodal fusion
treatment response
融合结构和功能影像研究阿尔茨海默病脑网络异常
学位论文
, 北京: 中国科学院大学, 2019
Authors:
窦雪娇
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Submit date:2019/06/04
阿尔茨海默病,弥散张量成像,功能磁共振成像,白质纤维束,默认网络