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Altered large-scale dynamic connectivity patterns in Alzheimer's disease and mild cognitive impairment patients: A machine learning study 期刊论文
Huamn Brian Mapping, 2023, 卷号: 44, 期号: 9, 页码: 3467-3480
作者:  Rixing Jing;  Pindong Chen;  Yongbin Wei;  Juanning Si;  Yuying Zhou;  Dawei Wang;  Chengyuan Song;  Hongwei Yang;  Zengqiang Zhang;  Hongxiang Yao;  Xiaopeng Kang;  Lingzhong Fan;  Tong Han;  Wen Qin;  Bo Zhou;  Tianzi Jiang;  Jie Lu;  Ying Han;  Xi Zhang;  Bing Liu;  Chunshui Yu;  Pan Wang;  Yong Liu
Adobe PDF(3939Kb)  |  收藏  |  浏览/下载：16/5  |  提交时间：2024/07/09
基于流模型的缺失数据生成方法在剩余寿命预测中的应用 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 1, 页码: 185-196
作者:  张博玮;  郑建飞;  胡昌华;  裴洪;  董青
Adobe PDF(4933Kb)  |  收藏  |  浏览/下载：64/27  |  提交时间：2024/05/09
生成模型  流模型  粒子群优化  注意力机制  剩余寿命预测  
基于分数布朗运动过程模型的混合随机退化设备剩余寿命预测 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 9, 页码: 1989-2002
作者:  高旭东;  胡昌华;  张建勋;  杜党波;  喻勇
Adobe PDF(2576Kb)  |  收藏  |  浏览/下载：45/18  |  提交时间：2024/04/24
分数布朗运动  记忆效应  剩余寿命  共性参数  随机参数  陀螺仪  
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：42/9  |  提交时间：2024/04/23
Machine learning, lung cancer, radiomics, medical image, clinical application  
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：20/8  |  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：50/14  |  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：42/10  |  提交时间：2024/04/23
Medical data  pre-training  transfer learning  self-supervised learning  medical image data  electrocardiograms (ECG) data  
A unified end-to-end classification model for focal liver lesions 期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 卷号: 86, 页码: 9
作者:  Zhao, Ling;  Liu, Shuaiqi;  An, Yanling;  Cai, Wenjia;  Li, Bing;  Wang, Shui-Hua;  Liang, Ping;  Yu, Jie;  Zhao, Jie
收藏  |  浏览/下载：49/0  |  提交时间：2024/03/26
Medical image classification Contrast -enhanced  ultrasound  Focal liver lesions  Deep learning  
Tumor Mutation Burden-Related Histopathologic Features for Predicting Overall Survival in Gliomas Using Graph Deep Learning 期刊论文
AMERICAN JOURNAL OF PATHOLOGY, 2023, 卷号: 193, 期号: 12, 页码: 2111-2121
作者:  Sun, Caixia;  Luo, Tao;  Liu, Zhenyu;  Ge, Jia;  Shao, Lizhi;  Liu, Xiangyu;  Li, Bao;  Zhang, Song;  Qiu, Qi;  Wei, Wei;  Wang, Shuo;  Bian, Xiu-Wu;  Tian, Jie
收藏  |  浏览/下载：114/0  |  提交时间：2024/02/22
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：148/3  |  提交时间：2024/02/22
Hepatocellular carcinoma  Second near-infrared window  Molecular imaging  HDAC6  Fluorescence guided surgery