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Exploring Schizophrenia Classification Through Multimodal MRI and Deep Graph Neural Networks: Unveiling Brain Region-Specific Weight Discrepancies and Their Association With Cell-Type Specific Transcriptomic Features 期刊论文
SCHIZOPHRENIA BULLETIN, 2024, 页码: 19
作者:  Gao, Jingjing;  Qian, Maomin;  Wang, Zhengning;  Li, Yanling;  Luo, Na;  Xie, Sangma;  Shi, Weiyang;  Li, Peng;  Chen, Jun;  Chen, Yunchun;  Wang, Huaning;  Liu, Wenming;  Li, Zhigang;  Yang, Yongfeng;  Guo, Hua;  Wan, Ping;  Lv, Luxian;  Lu, Lin;  Yan, Jun;  Song, Yuqing;  Wang, Huiling;  Zhang, Hongxing;  Wu, Huawang;  Ning, Yuping;  Du, Yuhui;  Cheng, Yuqi;  Xu, Jian;  Xu, Xiufeng;  Zhang, Dai;  Jiang, Tianzai
收藏  |  浏览/下载：4/0  |  提交时间：2024/07/03
schizophrenia identification  multimodal MRI  deep graph neural networks  image marker  gene analysis  
Morphological Process of Spermiogenesis Revealed by Ultrathin Sections-Scanning Electron Microscopy 期刊论文
Acta Biochimica et Biophysica Sinica, 2024, 页码: 154236
作者:  Jiazheng, Liu;  Limei, Lin;  Lina, Zhang;  Hongtu, Ma;  Xi, Chen;  Keliang, Pang;  Linlin, Li;  Hua Han
Microsoft Word(2907Kb)  |  收藏  |  浏览/下载：23/4  |  提交时间：2024/06/11
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：26/8  |  提交时间：2024/06/11
A novel registration method for long-serial section images of EM with a serial split technique based on unsupervised optical flow network 期刊论文
BIOINFORMATICS, 2023, 卷号: 39, 期号: 8, 页码: 11
作者:  Xin, Tong;  Lv, Yanan;  Chen, Haoran;  Li, Linlin;  Shen, Lijun;  Shan, Guangcun;  Chen, Xi;  Han, Hua
收藏  |  浏览/下载：137/0  |  提交时间：2023/11/17
An intelligent workflow for sub-nanoscale 3D reconstruction of intact synapses from serial section electron tomography 期刊论文
BMC BIOLOGY, 2023, 卷号: 21, 期号: 1, 页码: 14
作者:  Chang, Sheng;  Li, Linlin;  Hong, Bei;  Liu, Jing;  Xu, Yuxuan;  Pang, Keliang;  Zhang, Lina;  Han, Hua;  Chen, Xi
收藏  |  浏览/下载：112/0  |  提交时间：2023/11/16
Serial section electron tomography  3D EM  Semi-auto locating  Auto-alignment  Missing-information restoration  Semi-auto segmentation  Workflow  Synapse  
Expected affine: A registration method for damaged section in serial sections electron microscopy 期刊论文
FRONTIERS IN NEUROINFORMATICS, 2022, 卷号: 16, 页码: 11
作者:  Xin, Tong;  Shen, Lijun;  Li, Linlin;  Chen, Xi;  Han, Hua
收藏  |  浏览/下载：235/0  |  提交时间：2022/11/14
image registration  SSEM  broken sections  section fold  section crack  
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：498/164  |  提交时间：2022/09/19
schizophrenia  subtype  structural MRI  neuroimaging-clinic association analysis  neuroimaging-transcription association analysis  
Denoising of scanning electron microscope images for biological ultrastructure enhancement 期刊论文
JOURNAL OF BIOINFORMATICS AND COMPUTATIONAL BIOLOGY, 2022, 卷号: 20, 期号: 03, 页码: 21
作者:  Chang, Sheng;  Shen, Lijun;  Li, Linlin;  Chen, Xi;  Han, Hua
Adobe PDF(4726Kb)  |  收藏  |  浏览/下载：314/44  |  提交时间：2022/09/19
SEM  noise model  denoising  variance stabilization transformation  two-stage multi-loss  deep learning  
Synaptic degeneration in the prefrontal cortex of a rat AD model revealed by volume electron microscopy 期刊论文
Journal of Molecular Cell Biology, 2022, 页码: 已录用
作者:  Yi Jiang;  Linlin Li;  Keliang Pang;  Jiazheng Liu;  Bohao Chen;  Jingbin Yuan;  Lijun Shen;  Xi Chen;  Bai Lu;  Hua Han
Adobe PDF(689Kb)  |  收藏  |  浏览/下载：420/173  |  提交时间：2022/07/01
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
作者:  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
Adobe PDF(644Kb)  |  收藏  |  浏览/下载：306/5  |  提交时间：2022/06/06
Deep learning  grey matter  meta-analysis  multisite study  schizophrenia