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FedBrain: A robust multi-site brain network analysis framework based on federated learning for brain disease diagnosis
期刊论文
NEUROCOMPUTING, 2023, 卷号: 559, 页码: 13
Authors:
Zhang, Chang
;
Meng, Xiangzhu
;
Liu, Qiang
;
Wu, Shu
;
Wang, Liang
;
Ning, Huansheng
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View/Download:10/0
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Submit date:2023/11/16
Functional magnetic resonance image
Brain network
Federated learning
Deep neural networks
Brain disease diagnosis
Childhood trauma is linked to abnormal static-dynamic brain topology in adolescents with major depressive disorder
期刊论文
INTERNATIONAL JOURNAL OF CLINICAL AND HEALTH PSYCHOLOGY, 2023, 卷号: 23, 期号: 4, 页码: 9
Authors:
Li, Xuemei
;
Huang, Yang
;
Liu, Mengqi
;
Zhang, Manqi
;
Liu, Yang
;
Teng, Teng
;
Liu, Xueer
;
Yu, Ying
;
Jiang, Yuanliang
;
Ouyang, Xuan
;
Xu, Ming
;
Lv, Fajin
;
Long, Yicheng
;
Zhou, Xinyu
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View/Download:7/0
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Submit date:2023/11/17
Childhood trauma
Major depressive disorder
Adolescent
Functional neuroimaging
Brain network
An fMRI Dataset for Concept Representation with Semantic Feature Annotations (vol 9, 721, 2022)
期刊论文
SCIENTIFIC DATA, 2023, 卷号: 10, 期号: 1, 页码: 1
Authors:
Wang, Shaonan
;
Zhang, Yunhao
;
Zhang, Xiaohan
;
Sun, Jingyuan
;
Lin, Nan
;
Zhang, Jiajun
;
Zong, Chengqing
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View/Download:12/0
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Submit date:2023/11/17
基于本地学习和联邦学习的鼻咽癌辅助诊疗算法研究
学位论文
, 2023
Authors:
赵洵
Adobe PDF(5599Kb)
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View/Download:53/1
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Submit date:2023/06/21
鼻咽癌
联邦学习
早期筛查
预后预测
深度学习
自然语言刺激下大脑的语义和句法表征机制研究
学位论文
, 2023
Authors:
张肖寒
Adobe PDF(15802Kb)
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View/Download:73/6
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Submit date:2023/06/19
自然语言刺激
句法
语义
神经语言表征
功能磁共振影像
HIV感染者认知功能障碍的多模态脑影像研究
学位论文
, 2023
Authors:
李想
Adobe PDF(11267Kb)
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View/Download:91/5
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Submit date:2023/05/30
HIV认知功能障碍
磁共振影像
多模态融合
个体化预测
独立成分分析
结构相似性网络
脑启发的图像表征学习研究
学位论文
, 2023
Authors:
祝贺
Adobe PDF(5008Kb)
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View/Download:78/5
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Submit date:2023/05/23
图像表征学习
无监督表征学习
监督表征学习
对比学习
掩膜图像建模
脑启发算法
基于多模态学习的视觉神经信息编解码方法研究
学位论文
, 2023
Authors:
周琼怡
Adobe PDF(21688Kb)
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View/Download:70/8
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Submit date:2023/06/23
视觉神经信息编解码
多模态学习
归一化流
多被试语义解码
无监督解耦表征学习
无权访问的条目
学位论文
Authors:
李雯
Adobe PDF(66663Kb)
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View/Download:27/2
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Submit date:2023/05/22
运动想象脑-机接口系统解码算法及反馈训练研究
学位论文
, 2023
Authors:
张裕坤
Adobe PDF(8846Kb)
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View/Download:71/6
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Submit date:2023/06/26
脑-机接口
运动想象
领域自适应
多模态
反馈训练