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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
Driving brain state transitions in major depressive disorder through external stimulation
期刊论文
Human Brain Mapping, 2022, 卷号: 43, 期号: 17, 页码: 5326-5339
Authors:
Shengpei Wang
;
Hongwei Wen
;
Shuang Qiu
;
Peng Xie
;
Jiang Qiu
;
Huiguang He
Adobe PDF(3245Kb)
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Submit date:2023/01/17
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
Effect of schizophrenia risk gene polymorphisms on cognitive and neural plasticity
期刊论文
SCHIZOPHRENIA RESEARCH, 2022, 卷号: 248, 页码: 173-179
Authors:
Zhao, Wan
;
Zhang, Qiumei
;
Su, Yanyan
;
Chen, Xiongying
;
Li, Xiaohong
;
Du, Boqi
;
Deng, Xiaoxiang
;
Ji, Feng
;
Li, Jin
;
Dong, Qi
;
Chen, Chuansheng
;
Li, Jun
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Submit date:2022/11/14
Schizophrenia
Working memory training
fMRI
Plasticity
Gene
Polymorphism
BAI-Net: Individualized Anatomical Cerebral Cartography Using Graph Neural Network
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 1-12
Authors:
Ma L(马亮)
;
Zhang Y(张瑜)
;
Zhang HT(张瀚天)
;
Cheng LQ(程禄祺)
;
Yang ZY(杨正宜)
;
Lu YH(陆玉恒)
;
Shi WY(时维阳)
;
Li W(李雯)
;
Zhuo JJ(卓俊杰)
;
Wang JJ(王娇健)
;
Fan LZ(樊令仲)
;
Jiang TZ(蒋田仔)
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Submit date:2023/01/04
anatomical connectivity fingerprints
heritability
individualized brain atlas
graph neural network
topography variability
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
Adobe PDF(4129Kb)
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Submit date:2022/09/19
schizophrenia
subtype
structural MRI
neuroimaging-clinic association analysis
neuroimaging-transcription association analysis
A two-center radiomic analysis for differentiating major depressive disorder using multi-modality MRI data under different parcellation methods
期刊论文
JOURNAL OF AFFECTIVE DISORDERS, 2022, 卷号: 300, 页码: 1-9
Authors:
Sun, Kai
;
Liu, Zhenyu
;
Chen, Guanmao
;
Zhou, Zhifeng
;
Zhong, Shuming
;
Tang, Zhenchao
;
Wang, Shuo
;
Zhou, Guifei
;
Zhou, Xuezhi
;
Shao, Lizhi
;
Ye, Xiaoying
;
Zhang, Yingli
;
Jia, Yanbin
;
Pan, Jiyang
;
Huang, Li
;
Liu, Xia
;
Liu, Jiangang
;
Tian, Jie
;
Wang, Ying
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Submit date:2022/02/16
Major depressive disorder
rs-fMRI
VBM
Radiomics
Classification
Electroconvulsive therapy modulates critical brain dynamics in major depressive disorder patients
期刊论文
BRAIN STIMULATION, 2022, 卷号: 15, 期号: 1, 页码: 214-225
Authors:
Xin, Yumeng
;
Bai, Tongjian
;
Zhang, Ting
;
Chen, Yang
;
Wang, Kai
;
Yu, Shan
;
Liu, Ning
;
Tian, Yanghua
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Submit date:2022/07/25
Major depressive disorder
Electroconvulsive therapy
Criticality
Neuronal avalanches
Attention deficit/hyperactivity disorder Classification based on deep spatio-temporal features of functional Magnetic Resonance Imaging
期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2022, 卷号: 71, 页码: 10
Authors:
Liu, Shuaiqi
;
Zhao, Ling
;
Zhao, Jie
;
Li, Bing
;
Wang, Shui-Hua
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Submit date:2021/12/28
Attention deficit
hyperactivity disorder
Resting functional magnetic resonance imaging
Classification
Convolutional gated recurrent unit
A Multi-Task MRC Framework for Chinese Emotion Cause and Experiencer Extraction
会议论文
, Bratislava, Slovakia, 2021-09
Authors:
Haoda Qian
;
Qiudan Li
;
Zaichuan Tang
Adobe PDF(79001Kb)
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Submit date:2022/06/14