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CASIA OpenIR

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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：92/0  |  提交时间：2023/12/21
Electronic medical records  Medication prediction  Intelligent healthcare system  Multi-source medical knowledge  Graph contrastive learning  
Composition-driven symptom phrase recognition for Chinese medical consultation corpora 期刊论文
BMC Medical Informatics and Decision Making, 2021, 卷号: 21, 期号: 1
作者:  Gu,Xuan;  Sun,Zhengya;  Zhang,Wensheng
收藏  |  浏览/下载：225/0  |  提交时间：2022/01/27
Symptom phrase recognition  Named entity recognition  Medical consultation  Composition driven  
Path-based knowledge reasoning with textual semantic information for medical knowledge graph completion 期刊论文
BMC Medical Informatics and Decision Making, 2021, 卷号: 21, 期号: Suppl 9
作者:  Lan,Yinyu;  He,Shizhu;  Liu,Kang;  Zeng,Xiangrong;  Liu,Shengping;  Zhao,Jun
收藏  |  浏览/下载：218/0  |  提交时间：2021/12/28
Medical knowledge graph completion  Path-based knowledge reasoning  Textual semantic representation  Pre-trained language model  
Enhancing unsupervised medical entity linking with multi-instance learning 期刊论文
BMC Medical Informatics and Decision Making, 2021, 卷号: 21, 期号: Suppl 9
作者:  Yan,Cheng;  Zhang,Yuanzhe;  Liu,Kang;  Zhao,Jun;  Shi,Yafei;  Liu,Shengping
收藏  |  浏览/下载：173/0  |  提交时间：2021/12/28
Medical entity linking  Unsupervised learning  Multiple instance learning