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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：41/8  |  提交时间：2024/06/21
Cerebral vessels  Generalization  Markov random field  Segmentation  TOF-MRA  Unsupervised learning  
Multimodal Connectivity-based Individual Parcellation and Analysis for Humans and Rhesus Monkeys 期刊论文
IEEE Transactions on Medical Imaging, 2024, 页码: early access
作者:  Yue Cui;  Chengyi Li;  Yuheng Lu;  Liang Ma;  Luqi Cheng;  Long Cao;  Shan Yu;  Tianzi Jiang
Adobe PDF(3504Kb)  |  收藏  |  浏览/下载：38/1  |  提交时间：2024/06/05
Brain atlas  diffusion tractography  individual parcellation  multimodal fusion  resting-state functional connectivity  rhesus monkey  
Individualized brain mapping for navigated neuromodulation 期刊论文
Chinese Medical Journal, 2024, 卷号: 137, 期号: 5, 页码: 508-523
作者:  Chaohong Gao;  Xia Wu;  Xinle Cheng;  Kristoffer Hougaard Madsen;  Congying Chu;  Zhengyi Yang;  Lingzhong Fan
Adobe PDF(6810Kb)  |  收藏  |  浏览/下载：42/18  |  提交时间：2024/05/28
Brain atlas  Individualization  Navigated neuromodulation  Multimodal magnetic resonance imaging  Transcranial magnetic stimulation  Deep brain stimulation  
Macaque Brainnetome Atlas: A multifaceted brain map with parcellation, connection, and histology 期刊论文
Science Bulletin, 2024, 页码: 1
作者:  Lu YH(陆玉恒);  Cui Y(崔玥);  Cao L(曹龙);  Dong ZW(董振伟);  Cheng LQ(程禄祺);  Wu W(吴雯);  Wang CS(王昌硕);  Liu XY(刘新异);  Liu YT(刘友通);  Zhang BG(张宝贵);  Li DY(李德莹);  Zhao BK(赵舶凯);  Wang HY(王海艳);  Li KX(李开心);  Ma L(马亮);  Shi WY(时维阳);  Li W(李雯);  Hou XX(侯肖逍);  Han JL(韩景路);  Sun HJ(孙洪吉);  Cai T(蔡涛);  Peng Q(彭强);  Feng LQ(冯琳清);  Wang JJ(王骄健);  George Paxinos;  Yang ZY(杨正宜);  Fan LZ(樊令仲);  Jiang TZ(蒋田仔)
Adobe PDF(5735Kb)  |  收藏  |  浏览/下载：34/11  |  提交时间：2024/05/28
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：73/21  |  提交时间：2024/04/23
Multimodal fusion, supervised learning, unsupervised learning, brain atlas, cognition, brain disorders  
Machine Learning in Lung Cancer Radiomics 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 6, 页码: 753-782
作者:  Jiaqi Li;  Zhuofeng Li;  Lei Wei;  Xuegong Zhang
Adobe PDF(7595Kb)  |  收藏  |  浏览/下载：48/10  |  提交时间：2024/04/23
Machine learning, lung cancer, radiomics, medical image, clinical application  
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：56/15  |  提交时间：2024/04/23
Self-supervised learning (SSL), contrastive learning, deep learning, medical image analysis, computer vision  
Pre-training in Medical Data: A Survey 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 2, 页码: 147-149
作者:  Yixuan Qiu;  Feng Lin;  Weitong Chen;  Miao Xu
Adobe PDF(2262Kb)  |  收藏  |  浏览/下载：47/13  |  提交时间：2024/04/23
Medical data  pre-training  transfer learning  self-supervised learning  medical image data  electrocardiograms (ECG) data  
Sharing Weights in Shallow Layers via Rotation Group Equivariant Convolutions 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 2, 页码: 115-126
作者:  Zhiqiang Chen;  Ting-Bing Xu;  Jinpeng Li;  Huiguang He
Adobe PDF(1272Kb)  |  收藏  |  浏览/下载：67/24  |  提交时间：2024/04/23
Convolutional neural networks (CNNs)  group equivariance  higher-degree weight sharing  parameter efficiency  
NIR-II fluorescence-guided liver cancer surgery by a small molecular HDAC6 targeting probe 期刊论文
EBIOMEDICINE, 2023, 卷号: 98, 页码: 18
作者:  Wang, Bo;  Tang, Chu;  Lin, En;  Jia, Xiaohua;  Xie, Ganyuan;  Li, Peiping;  Li, Decheng;  Yang, Qiyue;  Guo, Xiaoyong;  Cao, Caiguang;  Shi, Xiaojing;  Zou, Baojia;  Cai, Chaonong;  Tian, Jie;  Hu, Zhenhua;  Li, Jian
Adobe PDF(4013Kb)  |  收藏  |  浏览/下载：156/6  |  提交时间：2024/02/22
Hepatocellular carcinoma  Second near-infrared window  Molecular imaging  HDAC6  Fluorescence guided surgery