Distributed learning from multiple EHR databases: Contextual embedding models for medical events

Author:

Li Ziyi,Roberts Kirk,Jiang Xiaoqian,Long Qi

Funder

Patient-Centered Outcomes Research Institute

National Institute of Health

Publisher

Elsevier BV

Subject

Health Informatics,Computer Science Applications

Reference32 articles.

1. Is the EHR the new big data? https://datascience.nih.gov/BlogIsTheEHR. Accessed: 2018-08-24.

2. Next-generation phenotyping of electronic health records;Hripcsak;J. Am. Med. Inform. Assoc.,2013

3. Risk prediction with electronic health records: A deep learning approach;Cheng,2016

4. Legal issues concerning electronic health information: privacy, quality, and liability;Hodge;Jama,1999

5. Mining recent temporal patterns for event detection in multivariate time series data;Batal,2012

Cited by 30 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. The AI revolution in glaucoma: Bridging challenges with opportunities;Progress in Retinal and Eye Research;2024-11

2. Transfer learning under the Cox model with interval‐censored data;Statistical Analysis and Data Mining: The ASA Data Science Journal;2024-04

3. Nonlinear Model Combination Approach to Decentralised and Privacy-Preserving Classification;Advances in Intelligent Systems and Computing;2024

4. Mining for Health: A Comparison of Word Embedding Methods for Analysis of EHRs Data;ICSA Book Series in Statistics;2024

5. Edge AI Empowered Personalized Privacy-Preserving Glucose Prediction with Federated Deep Learning;2023 IEEE International Conference on E-health Networking, Application & Services (Healthcom);2023-12-15

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3