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Graph-guided deep hashing networks for similar patient retrieval 期刊论文
Computers in Biology and Medicine, 2024, 卷号: 169, 页码: 107865
作者:  Gu, Yifan;  Yang, Xuebing;  Sun, Mengxuan;  Wang, Chutong;  Yang, Hongyu;  Yang, Chao;  Wang, Jinwei;  Kong, Guilan;  Lv, Jicheng;  Zhang, Wensheng
Adobe PDF(1325Kb)  |  收藏  |  浏览/下载：15/4  |  提交时间：2024/05/28
Similar patient retrieval  Deep hashing  Graph neural networks  Patient representation learning  Electronic health records  
A cross-modal clinical prediction system for intensive care unit patient outcome 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2024, 卷号: 283, 页码: 16
作者:  Sun, Mengxuan;  Yang, Xuebing;  Niu, Jinghao;  Gu, Yifan;  Wang, Chutong;  Zhang, Wensheng
收藏  |  浏览/下载：51/0  |  提交时间：2024/02/21
Electronic health records  Clinical outcome prediction  Patient representation  Cross-modal contrastive learning  
KAMPNet: multi-source medical knowledge augmented medication prediction network with multi-level graph contrastive learning 期刊论文
BMC MEDICAL INFORMATICS AND DECISION MAKING, 2023, 卷号: 23, 期号: 1, 页码: 19
作者:  An, Yang;  Tang, Haocheng;  Jin, Bo;  Xu, Yi;  Wei, Xiaopeng
收藏  |  浏览/下载：72/0  |  提交时间：2023/12/21
Electronic medical records  Medication prediction  Intelligent healthcare system  Multi-source medical knowledge  Graph contrastive learning  
Combination of Loss-based Active Learning and Semi-supervised Learning for Recognizing Entities in Chinese Electronic Medical Records 期刊论文
ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2023, 卷号: 22, 期号: 5, 页码: 19
作者:  Yan, Jinghui;  Zong, Chengqing;  Xu, Jinan
收藏  |  浏览/下载：68/0  |  提交时间：2023/11/17
Electronic medical record  loss-based active learning  dynamic balance strategy  semi-supervised learning  
CEHMR: Curriculum learning enhanced hierarchical multi-label classification for medication recommendation 期刊论文
ARTIFICIAL INTELLIGENCE IN MEDICINE, 2023, 卷号: 143, 页码: 13
作者:  Sun, Mengxuan;  Niu, Jinghao;  Yang, Xuebing;  Gu, Yifan;  Zhang, Wensheng
收藏  |  浏览/下载：110/0  |  提交时间：2023/11/16
Medication recommendation  EHR  Hierarchical multi-label classification  Curriculum learning  
Rethinking Confidence Calibration for Failure Prediction 会议论文
, Virtual, October 23-27, 2022
作者:  Fei Zhu;  Zhen Cheng;  Xu-Yao Zhang;  Cheng-Lin Liu
Adobe PDF(10583Kb)  |  收藏  |  浏览/下载：293/199  |  提交时间：2023/09/12
Counterfactual Supporting Facts Extraction for Explainable Medical Record Based Diagnosis with Graph Network 会议论文
, Online, June 6–11, 2021
作者:  Wu HR(吴浩然);  Chen W(陈炜);  Xu S(徐爽);  Xu B(徐波)
Adobe PDF(1394Kb)  |  收藏  |  浏览/下载：178/59  |  提交时间：2023/06/26
Global Instance Tracking: Locating Target More Like Humans 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 1, 页码: 576-592
作者:  Hu, Shiyu;  Zhao, Xin;  Huang, Lianghua;  Huang, Kaiqi
Adobe PDF(15055Kb)  |  收藏  |  浏览/下载：238/55  |  提交时间：2023/02/22
Global instance tracking  single object tracking  benchmark dataset  performance evaluation  human tracking ability  
Multi-level semantic fusion network for Chinese medical named entity recognition 期刊论文
JOURNAL OF BIOMEDICAL INFORMATICS, 2022, 卷号: 133, 页码: 8
作者:  Shi, Jintong;  Sun, Mengxuan;  Sun, Zhengya;  Li, Mingda;  Gu, Yifan;  Zhang, Wensheng
收藏  |  浏览/下载：163/0  |  提交时间：2023/01/09
Medical named entity recognition  Multi-level semantic fusion  Syntactic dependency parsing  Graph neural network  
BAI-Net: Individualized Anatomical Cerebral Cartography Using Graph Neural Network 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 1-12
作者:  Ma L(马亮);  Zhang Y(张瑜);  Zhang HT(张瀚天);  Cheng LQ(程禄祺);  Yang ZY(杨正宜);  Lu YH(陆玉恒);  Shi WY(时维阳);  Li W(李雯);  Zhuo JJ(卓俊杰);  Wang JJ(王娇健);  Fan LZ(樊令仲);  Jiang TZ(蒋田仔)
Adobe PDF(16100Kb)  |  收藏  |  浏览/下载：190/37  |  提交时间：2023/01/04
anatomical connectivity fingerprints  heritability  individualized brain atlas  graph neural network  topography variability