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基于区块链的电子病历数据共享方案 期刊论文
自动化学报, 2022, 卷号: 48, 期号: 8, 页码: 2028-2038
作者:  牛淑芬;  陈俐霞;  李文婷;  王彩芬;  杜小妮
Adobe PDF(4128Kb)  |  收藏  |  浏览/下载:1/0  |  提交时间:2024/05/20
电子病历  区块链  代理重加密  可搜索加密  数据共享  
融合包注意力机制的监控视频异常行为检测 期刊论文
自动化学报, 2022, 卷号: 48, 期号: 12, 页码: 2951-2959
作者:  肖进胜;  申梦瑶;  江明俊;  雷俊峰;  包振宇
Adobe PDF(4289Kb)  |  收藏  |  浏览/下载:0/0  |  提交时间:2024/05/20
异常检测  视频包  时空特征  注意力机制  
A Knowledge-enhanced Two-stage Generative Framework for Medical Dialogue Information Extraction 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 153-168
作者:  Zefa Hu;  Ziyi Ni;  Jing Shi;  Shuang Xu;  Bo Xu
Adobe PDF(1525Kb)  |  收藏  |  浏览/下载:11/5  |  提交时间:2024/04/23
Medical dialogue understanding, information extraction, text generation, knowledge-enhanced prompt, low-resource setting, data augmentation  
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:11/5  |  提交时间:2024/04/23
Federated learning, multimodal learning, heterogeneous data, edge computing, collaborative learning  
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:15/4  |  提交时间:2024/04/23
Medical data  pre-training  transfer learning  self-supervised learning  medical image data  electrocardiograms (ECG) data  
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:41/0  |  提交时间:2024/02/21
Electronic health records  Clinical outcome prediction  Patient representation  Cross-modal contrastive 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:98/0  |  提交时间:2023/11/16
Medication recommendation  EHR  Hierarchical multi-label classification  Curriculum learning  
Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 859-876
作者:  Ahmad Chaddad;  Qizong Lu;  Jiali Li;  Yousef Katib;  Reem Kateb;  Camel Tanougast;  Ahmed Bouridane;  Ahmed Abdulkadir
Adobe PDF(6028Kb)  |  收藏  |  浏览/下载:526/372  |  提交时间:2023/03/22
Domain adaptation  explainable artificial intelligence  federated learning  
Blockchain-Assisted Secure Fine-Grained Searchable Encryption for a Cloud-Based Healthcare Cyber-Physical System 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 12, 页码: 1877-1890
作者:  null Mamta;  Brij B. Gupta;  Kuan-Ching Li;  Victor C. M. Leung;  Kostas E. Psannis;  Shingo Yamaguchi
Adobe PDF(1923Kb)  |  收藏  |  浏览/下载:185/53  |  提交时间:2021/09/03
Cloud-based cyber-physical systems (CCPS)  data encryption  healthcare information search and retrieval  keyword search  public-key cryptosystems  searchable encryption  
A novel framework of collaborative early warning for COVID-19 based on blockchain and smart contracts 期刊论文
INFORMATION SCIENCES, 2021, 卷号: 570, 页码: 124-143
作者:  Ouyang, Liwei;  Yuan, Yong;  Cao, Yumeng;  Wang, Fei-Yue
Adobe PDF(1322Kb)  |  收藏  |  浏览/下载:293/63  |  提交时间:2021/08/15
Blockchain  Smart contracts  Federated learning  Learning markets  Collaborative early warning