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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
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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  
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:42/2  |  Submit date:2022/06/23
convolutional neural network  deep learning  structural MRI  transfer learning  Transformer  
Consistent brain structural abnormalities and multisite individualised classification of schizophrenia using deep neural networks 期刊论文
BRITISH JOURNAL OF PSYCHIATRY, 2022, 页码: 8
Authors:  Cui, Yue;  Li, Chao;  Liu, Bing;  Sui, Jing;  Song, Ming;  Chen, Jun;  Chen, Yunchun;  Guo, Hua;  Li, Peng;  Lu, Lin;  Lv, Luxian;  Ning, Yuping;  Wan, Ping;  Wang, Huaning;  Wang, Huiling;  Wu, Huawang;  Yan, Hao;  Yan, Jun;  Yang, Yongfeng;  Zhang, Hongxing;  Zhang, Dai;  Jiang, Tianzi
Favorite  |  View/Download:37/0  |  Submit date:2022/06/06
Deep learning  grey matter  meta-analysis  multisite study  schizophrenia  
CrowdMed-II: a blockchain-based framework for efficient consent management in health data sharing 期刊论文
WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS, 2022, 页码: 27
Authors:  Hu, Chaochen;  Li, Chao;  Zhang, Guigang;  Lei, Zhiwei;  Shah, Mira;  Zhang, Yong;  Xing, Chunxiao;  Jiang, Jinpeng;  Bao, Renyi
Favorite  |  View/Download:34/0  |  Submit date:2022/02/16
Blockchain  Smart contracts  Consent management  Health data  
Adaptable ionic liquid-containing supramolecular hydrogel with multiple sensations at subzero temperatures 期刊论文
JOURNAL OF MATERIALS CHEMISTRY C, 2021, 卷号: 9, 期号: 3, 页码: 1044-1050
Authors:  Li, Bo;  Kan, Lei;  Li, Chao;  Li, Wei;  Zhang, Yihan;  Li, Rui;  Wei, Hao;  Zhang, Xinyue;  Ma, Ning
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Image Inpainting by End-to-End Cascaded Refinement With Mask Awareness 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 4855-4866
Authors:  Zhu, Manyu;  He, Dongliang;  Li, Xin;  Li, Chao;  Li, Fu;  Liu, Xiao;  Ding, Errui;  Zhang, Zhaoxiang
Favorite  |  View/Download:33/0  |  Submit date:2021/08/15
Convolution  Decoding  Kernel  Feature extraction  Shape  Image reconstruction  Task analysis  Image inpainting  mask awareness  dynamic filtering  cascaded refinement  
Hemangiopericytomas: Spatial Intracranial Location in a Voxel-Based Mapping Study 期刊论文
JOURNAL OF NEUROIMAGING, 2020, 页码: 8
Authors:  Li, Lianwang;  Song, Ming;  Zhang, Chuanbao;  Qian, Zenghui;  Li, Yiming;  Li, Runting;  Li, Chao;  Yang, Zhengyi;  Zhou, Dabiao
Favorite  |  View/Download:64/0  |  Submit date:2020/06/02
intracranial hemangiopericytomas  MRI  voxel-based mapping  spatial distribution  
An echo state network based approach to room classification of office buildings 期刊论文
NEUROCOMPUTING, 2019, 卷号: 333, 页码: 319-328
Authors:  Shi, Guang;  Zhao, Bo;  Li, Chao;  Wei, Qinglai;  Liu, Derong
Favorite  |  View/Download:127/0  |  Submit date:2019/07/12
Power consumption  Room classification  Echo state networks  Neural networks  
Non-invasive genotype prediction of chromosome 1p/19q co-deletion by development and validation of an MRI-based radiomics signature in lower-grade gliomas 期刊论文
JOURNAL OF NEURO-ONCOLOGY, 2018, 卷号: 140, 期号: 2, 页码: 297-306
Authors:  Han, Yuqi;  Xie, Zhen;  Zang, Yali;  Zhang, Shuaitong;  Gu, Dongsheng;  Zhou, Mu;  Gevaert, Olivier;  Wei, Jingwei;  Li, Chao;  Chen, Hongyan;  Du, Jiang;  Liu, Zhenyu;  Dong, Di;  Tian, Jie;  Zhou, Dabiao
View  |  Adobe PDF(2365Kb)  |  Favorite  |  View/Download:157/14  |  Submit date:2019/07/12
Lower-grade glioma  1p19q Co-deletion  Prediction  Radiomics  Magnetic resonance imaging  
Data-Based Optimal Control for Weakly Coupled Nonlinear Systems Using Policy Iteration 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2018, 卷号: 48, 期号: 4, 页码: 511-521
Authors:  Li, Chao;  Liu, Derong;  Wang, Ding
View  |  Adobe PDF(892Kb)  |  Favorite  |  View/Download:247/70  |  Submit date:2017/05/03
Adaptive Dynamic Programming (Adp)  Neural Networks (Nns)  Optimal Control  Policy Iteration (Pi)  Unknown Dynamics  Weakly Coupled Systems