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Multi-scale dual domain network for nonlinear magnetization signal filtering in magnetic particle imaging 期刊论文
Biomedical Signal Processing and Control, 2023, 页码: 1-15
作者:  Huiling Peng;  Zechen Wei;  Yimeng Li;  Tao Zhu;  Tan Wang;  Zhan Fan;  Xin Yang;  Jie Tian;  Hui Hui
Adobe PDF(12956Kb)  |  收藏  |  浏览/下载：28/12  |  提交时间：2024/06/28
NIR-II fluorescence imaging-guided colorectal cancer surgery targeting CEACAM5 by a nanobody 期刊论文
EBioMedicine ., 2023, 页码: 104476
作者:  Guo XY(郭晓勇);  Li ZJ(李长剑);  Jia XH(贾晓花);  Qu Yawei;  Li Miaomiao;  Cao Caiguang;  Zhang Zeyu;  Qu Qiaojun;  Luo Shuangling;  Tang Jianqiang;  Liu Haifeng;  Hu Zhenhua;  Tian Jie
Adobe PDF(4688Kb)  |  收藏  |  浏览/下载：37/13  |  提交时间：2024/06/25
Enhanced TfR1 Recognition of Myocardial Injury after Acute Myocardial Infarction with Cardiac Fibrosis via Pre-Degrading Excess Fibrotic Collagen 期刊论文
biology, 2024, 卷号: 13, 期号: 4, 页码: 213
作者:  Wenwen Yang;  Yueqi Wang;  Hongzheng Li;  Feifei Liao;  Yuxuan Peng;  Aimei Lu;  Ling Tan;  Hua Qu;  Linzi Long;  Changgeng Fu
Adobe PDF(4259Kb)  |  收藏  |  浏览/下载：45/14  |  提交时间：2024/06/03
myocardial infarction  human serum albumin  collagenase I  transferrin receptor 1  near-infrared fluorescence imaging  
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
作者:  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)  |  收藏  |  浏览/下载：71/24  |  提交时间：2024/05/31
myocardial ischemia-reperfusion  ferroptosis  magnetic particle imaging  quantitative  visualization  
Multimodal Fusion of Brain Imaging Data: Methods and Applications 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 136-152
作者:  Na Luo;  Weiyang Shi;  Zhengyi Yang;  Ming Song;  Tianzi Jiang
Adobe PDF(1726Kb)  |  收藏  |  浏览/下载：84/23  |  提交时间：2024/04/23
Multimodal fusion, supervised learning, unsupervised learning, brain atlas, cognition, brain disorders  
Federated Learning on Multimodal Data: A Comprehensive Survey 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 539-553
作者:  Yi-Ming Lin;   Yuan Gao;  Mao-Guo Gong;  Si-Jia Zhang;  Yuan-Qiao Zhang;  Zhi-Yuan Li
Adobe PDF(1253Kb)  |  收藏  |  浏览/下载：28/10  |  提交时间：2024/04/23
Federated learning, multimodal learning, heterogeneous data, edge computing, collaborative learning  
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
作者:  Wei-Chien Wang;  Euijoon Ahn;  Dagan Feng;  Jinman Kim
Adobe PDF(2691Kb)  |  收藏  |  浏览/下载：63/19  |  提交时间：2024/04/23
Self-supervised learning (SSL), contrastive learning, deep learning, medical image analysis, computer vision  
Large-scale Multi-modal Pre-trained Models: A Comprehensive Survey 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 447-482
作者:  Xiao Wang;  Guangyao Chen;  Guangwu Qian;  Pengcheng Gao;  Xiao-Yong Wei;  Yaowei Wang;  Yonghong Tian;  Wen Gao
Adobe PDF(3540Kb)  |  收藏  |  浏览/下载：71/16  |  提交时间：2024/04/23
Multi-modal (MM), pre-trained model (PTM), information fusion, representation learning, deep learning  
Machine Learning for Brain Imaging Genomics Methods: A Review 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 57-78
作者:  Mei-Ling Wang;  Wei Shao;  Xiao-Ke Hao;  Dao-Qiang Zhang
Adobe PDF(2285Kb)  |  收藏  |  浏览/下载：62/17  |  提交时间：2024/04/23
Brain imaging genomics  machine learning  multivariate analysis  association analysis  outcome prediction  
Exploring the Brain-like Properties of Deep Neural Networks: A Neural Encoding Perspective 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 439-455
作者:  Qiongyi Zhou;  Changde Du;  Huiguang He
Adobe PDF(7698Kb)  |  收藏  |  浏览/下载：57/12  |  提交时间：2024/04/23
Convolutional neural network (CNN)  vision transformer (ViT)  multi-modal networks  spatial-temporal networks  visual neural encoding  brain-like neural networks