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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：49/10  |  提交时间：2024/06/21
Cerebral vessels  Generalization  Markov random field  Segmentation  TOF-MRA  Unsupervised learning  
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：37/10  |  提交时间：2024/06/11
Reconfiguration of Structural and Functional Connectivity Coupling in Patient Subgroups With Adolescent Depression 期刊论文
JAMA Network Open, 2024, 卷号: 7, 期号: 3, 页码: 1
作者:  Xu, Ming;  Li, Xuemei;  Teng, Teng;  Huang, Yang;  Liu, Mengqi;  Long, Yicheng;  Lv, Fajin;  Zhi, Dongmei;  Li, Xiang;  Feng, Aichen;  Yu, Shan;  Calhoun, Vince;  Zhou, Xinyu;  Sui, Jing
Adobe PDF(4437Kb)  |  收藏  |  浏览/下载：70/23  |  提交时间：2024/05/28
Common Sequential Organization of Face Processing in the Human Brain and Convolutional Neural Networks 期刊论文
Neuroscience, 2024, 页码: 1-13
作者:  Wenlu, Li;  Jin, Li;  Congying, Chu;  Dan, Cao;  Weiyang, Shi;  Yu, Zhang;  Tianzi, Jiang
Adobe PDF(2794Kb)  |  收藏  |  浏览/下载：61/24  |  提交时间：2024/05/28
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：515/166  |  提交时间：2022/09/19
schizophrenia  subtype  structural MRI  neuroimaging-clinic association analysis  neuroimaging-transcription association analysis  
UTR: UNSUPERVISED LEARNING OF THICKNESS-INSENSITIVE REPRESENTATIONS FOR ELECTRON MICROSCOPE IMAGE 会议论文
, 美国阿拉斯加, 2021-10
作者:  Xin T(辛桐);  Chen BH(陈波昊);  Chen X(陈曦);  Han H(韩华)
Adobe PDF(2365Kb)  |  收藏  |  浏览/下载：257/52  |  提交时间：2022/06/14
Feature Descriptor  Unsupervised learning  Electron Microscopy  Image registration  FIB-SEM  
EEG-Based Emotion Recognition with Prototype-Based Data Representation 会议论文
, 德国柏林, 2019/07
作者:  Yixin Wang;  Shuang Qiu;  Chen Zhao;  Weijie Yang;  Jinpeng Li;  Xuelin Ma;  Huiguang He
Adobe PDF(1275Kb)  |  收藏  |  浏览/下载：268/77  |  提交时间：2021/06/21
基于深度学习的眼底影像分割与合成方法研究 学位论文
, 中国科学院大学: 中国科学院大学人工智能学院, 2021
作者:  王搏
Adobe PDF(75922Kb)  |  收藏  |  浏览/下载：305/7  |  提交时间：2021/06/21
眼底影像分割  眼底荧光造影合成  双编码网络  边缘感知网络  局 部自监督损失  
面向精神疾病分类诊断的磁共振影像机器学习算法研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2021
作者:  姚东任
Adobe PDF(10847Kb)  |  收藏  |  浏览/下载：270/7  |  提交时间：2021/06/17
脑影像  连接网路  特征选择  图卷积  
A Mutual Multi-Scale Triplet Graph Convolutional Network for Classification of Brain Disorders Using Functional or Structural Connectivity 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, 卷号: 40, 期号: 4, 页码: 1279-1289
作者:  Yao, Dongren;  Sui, Jing;  Wang, Mingliang;  Yang, Erkun;  Jiaerken, Yeerfan;  Luo, Na;  Yap, Pew-Thian;  Liu, Mingxia;  Shen, Dinggang
Adobe PDF(2425Kb)  |  收藏  |  浏览/下载：454/84  |  提交时间：2021/05/17
Functional magnetic resonance imaging  Convolution  Diseases  Fuses  Brain modeling  Neuroimaging  White matter  Brain connectivity  graph convolutional network  triplet  classification