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阿尔茨海默病功能网络异常及异质性研究 学位论文
, 2024
Authors:  陈品东
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磁共振影像  阿尔茨海默病  亚型  异质性  个体化功能网络  
Decreased Local Specialization of Brain Structural Networks Associated with Cognitive Dysfuntion Revealed by Probabilistic Diffusion Tractography for Different Cerebral Small Vessel Disease Burdens (vol 61, pg 326, 2024) 期刊论文
MOLECULAR NEUROBIOLOGY, 2024, 卷号: 61, 期号: 1, 页码: 340-340
Authors:  Feng, Mengmeng;  Wen, Hongwei;  Xin, Haotian;  Wang, Shengpei;  Gao, Yian;  Sui, Chaofan;  Liang, Changhu;  Guo, Lingfei
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磁纳米粒子成像时频域信号增强方法研究 学位论文
, 2024
Authors:  卫泽琛
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磁纳米粒子成像  时频域信号增强  双频激励技术  注意力机制  掩码自监督学习  
Semi-supervised cerebrovascular segmentation using TOF-MRA images based on label refinement and consistency regularization 会议论文
, Athens, Greece, 27-30 May
Authors:  Haibin Huang;  Yue Cui;  Mingxia Shi;  Shan Yu
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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
Authors:  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
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Cerebral vessels  Generalization  Markov random field  Segmentation  TOF-MRA  Unsupervised learning  
超声影像下血管及介入器械检测与动态重建 学位论文
, 2024
Authors:  陈玖安
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血管介入手术,超声成像,数据集构建,视频实例分割,三维动态重建  
Quantitative visualization of myocardial ischemia– reperfusion-induced cardiac lesions via ferroptosis magnetic particle imaging 期刊论文
Theranostics, 2024, 卷号: 14, 期号: 3, 页码: 1081-1097
Authors:  Wenwen Yang;  Yueqi Wang;  Changgeng Fu;  Changjian Li;  Feng Feng;  Hongzheng Li;  Ling Tan;  Hua Qu;  Hui Hui;  Jingjing Wang;  Jie Tian;  Linzi Long
Adobe PDF(7091Kb)  |  Favorite  |  View/Download:69/23  |  Submit date:2024/05/31
myocardial ischemia-reperfusion  ferroptosis  magnetic particle imaging  quantitative  visualization  
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 483-513
Authors:  Wei-Chien Wang;  Euijoon Ahn;  Dagan Feng;  Jinman Kim
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Self-supervised learning (SSL), contrastive learning, deep learning, medical image analysis, computer vision  
Robustly uncovering the heterogeneity of neurodegenerative disease by using data-driven subtyping in neuroimaging: A review 期刊论文
Brain research, 2024, 卷号: 1823, 页码: 13
Authors:  Chen, Pindong;  Zhang, Shirui;  Zhao, Kun;  Kang, Xiaopeng;  Rittman, Timothy;  Liu, Yong
Adobe PDF(1130Kb)  |  Favorite  |  View/Download:104/2  |  Submit date:2024/02/22
Neurodegenerative diseases  Alzheimer's disease  Heterogeneity  Subtype  Data-driven  
基于 TOF-MRA 图像的脑血管分割算法研究 学位论文
, 2023
Authors:  黄海滨
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磁共振血管造影  脑血管分割  统计模型  深度学习  半监督学习