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Deep representation learning of patient data from Electronic Health Records (EHR): A systematic review
Yuqi Si, Jingcheng Du, Zhao Li, Xiaoqian Jiang, Timothy A. Miller, Fei Wang, Wenjin Jim Zheng, Kirk E Roberts
The University of Texas Health Science Center at Houston Boston Children's Hospital Harvard University Cornell University
来源Journal of Biomedical Informatics
年份2020
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学术脉络
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计算机 / AIMachine Learning in Healthcare
Electronic Health Records Systems · Artificial Intelligence in Healthcare and Education
参考文献 178
Higher Order Contractive Auto-Encoder
被引 402Salah Rifai, Grégoire Mesnil, Pascal Vincent · Lecture notes in computer science · 2011
Efficient Estimation of Word Representations in Vector Space
被引 25,829Tomáš Mikolov, Kai Chen, Greg S. Corrado · arXiv (Cornell University) · 2013
Convolutional Neural Networks for Sentence Classification
被引 14,048Yoon Kim · 2014
此处列出前 3 条
引用本文 250
The shaky foundations of large language models and foundation models for electronic health records
被引 329Michael Wornow, Yizhe Xu, Rahul Thapa · npj Digital Medicine · 2023
Time Series Prediction Using Deep Learning Methods in Healthcare
被引 231Mohammad Amin Morid, Olivia R. Liu Sheng, Joseph Dunbar · ACM Transactions on Management Information Systems · 2022
Quantum Machine Learning Revolution in Healthcare: A Systematic Review of Emerging Perspectives and Applications
被引 186Ubaid Ullah, Begonya García-Zapirain · IEEE Access · 2024
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