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Altered large-scale dynamic connectivity patterns in Alzheimer's disease and mild cognitive impairment patients: A machine learning study 期刊论文
Huamn Brian Mapping, 2023, 卷号: 44, 期号: 9, 页码: 3467-3480
作者:  Rixing Jing;  Pindong Chen;  Yongbin Wei;  Juanning Si;  Yuying Zhou;  Dawei Wang;  Chengyuan Song;  Hongwei Yang;  Zengqiang Zhang;  Hongxiang Yao;  Xiaopeng Kang;  Lingzhong Fan;  Tong Han;  Wen Qin;  Bo Zhou;  Tianzi Jiang;  Jie Lu;  Ying Han;  Xi Zhang;  Bing Liu;  Chunshui Yu;  Pan Wang;  Yong Liu
Adobe PDF(3939Kb)  |  收藏  |  浏览/下载：25/7  |  提交时间：2024/07/09
FFCM-MRF: An accurate and generalizable cerebrovascular segmentation pipeline for humans and rhesus monkeys based on TOF-MRA 期刊论文
Computers in Biology and Medicine, 2024, 卷号: 170, 页码: 107996
作者:  Yue Cui;  Haibin Huang;  Jialu Liu;  Mingyang Zhao;  Chengyi Li;  Xinyong Han;  Na Luo;  Jinquan Gao;  Dong-ming Yan;  Chen Zhang;  Tianzi Jiang;  Shan Yu
Adobe PDF(985Kb)  |  收藏  |  浏览/下载：41/8  |  提交时间：2024/06/21
Cerebral vessels  Generalization  Markov random field  Segmentation  TOF-MRA  Unsupervised learning  
An attention-based hybrid deep learning framework integrating brain connectivity and activity of resting-state functional MRI data 期刊论文
Medical Image Analysis, 2022, 页码: 102413
作者:  Miin Zhao;  Weizheng Yan;  Na Luo;  Dongmei Zhi;  Zening Fu;  Yuhui Du;  Shan Yu;  Tianzi Jiang;  Vince D. Calhoun;  Jing Sui
Adobe PDF(3010Kb)  |  收藏  |  浏览/下载：46/20  |  提交时间：2024/06/17
A robust transformer-based pipeline of 3D cell alignment, denoise and instance segmentation on electron microscopy sequence images 期刊论文
Journal of Plant Physiology, 2024, 页码: 154236
作者:  Jiazheng, Liu;  Yafeng, Zheng;  Limei, Lin;  Jingyue, Guo;  Yanan, Lv;  Jingbin, Yuan;  Hao, Zhai;  Xi, Chen;  Lijun, Shen;  LinLin, Li;  Shunong, Bai;  Hua, Han
Adobe PDF(15549Kb)  |  收藏  |  浏览/下载：32/9  |  提交时间：2024/06/11
HIV感染者认知功能障碍的多模态脑影像研究 学位论文
, 2023
作者:  李想
Adobe PDF(11267Kb)  |  收藏  |  浏览/下载：205/7  |  提交时间：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  
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
作者:  Shengpei Wang;  Hongwei Wen;  Shuang Qiu;  Peng Xie;  Jiang Qiu;  Huiguang He
Adobe PDF(3245Kb)  |  收藏  |  浏览/下载：259/73  |  提交时间：2023/01/17
Deep residual contextual and subpixel convolution network for automated neuronal structure segmentation in micro-connectomics 期刊论文
Computer Methods and Programs in Biomedicine, 2022, 卷号: 219, 页码: 106759
作者:  Xiao, Chi;  Hong, Bei;  Liu, Jing;  Tang, Yuanyan;  Xie, Qiwei;  Han, Hua
Adobe PDF(2731Kb)  |  收藏  |  浏览/下载：310/76  |  提交时间：2023/01/12
Deep learning  Neuronal structure segmentation  Subpixel convolution  Electron microscopy  Micro-Connectomics  
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
作者:  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)
Adobe PDF(16100Kb)  |  收藏  |  浏览/下载：195/38  |  提交时间：2023/01/04
anatomical connectivity fingerprints  heritability  individualized brain atlas  graph neural network  topography variability  
The development of cortical functional hierarchy is associated with the molecular organization of prenatal/postnatal periods 期刊论文
CEREBRAL CORTEX, 2022, 页码: 14
作者:  Zhao, Yuxin;  Wang, Meng;  Hu, Ke;  Wang, Qi;  Lou, Jing;  Fan, Lingzhong;  Liu, Bing
Adobe PDF(1943Kb)  |  收藏  |  浏览/下载：294/52  |  提交时间：2022/11/14
cortical development  fMRI  gene expression  postnatal  prenatal  
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
作者:  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)  |  收藏  |  浏览/下载：508/166  |  提交时间：2022/09/19
schizophrenia  subtype  structural MRI  neuroimaging-clinic association analysis  neuroimaging-transcription association analysis