Interpretable clinical time-series modeling with intelligent feature selection for early prediction of antimicrobial multidrug resistance
Author:
Publisher
Elsevier BV
Subject
Computer Networks and Communications,Hardware and Architecture,Software
Reference67 articles.
1. Data-driven modeling of clinical pathways using electronic health records;Funkner;Procedia Comput. Sci.,2017
2. M. Ghassemi, et al. A multivariate timeseries modeling approach to severity of illness assessment and forecasting in ICU with sparse, heterogeneous clinical data, in: 29th AAAI Conference on Artificial Intelligence, 2015, pp. 446–453.
3. Data-driven prediction of drug effects and interactions;Tatonetti;Sci. Transl. Med.,2012
4. Modelling Financial Time Series;Taylor,2008
5. Predicting colorectal surgical complications using heterogeneous clinical data and kernel methods;Soguero-Ruiz;J. Biomed. Inform.,2016
Cited by 19 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. Explainable AI-driven IoMT fusion: Unravelling techniques, opportunities, and challenges with Explainable AI in healthcare;Information Fusion;2024-10
2. Automated machine learning with interpretation: A systematic review of methodologies and applications in healthcare;Medicine Advances;2024-08-27
3. False conflict and false confirmation errors are crucial components of AI accuracy in medical decision making;Nature Communications;2024-08-13
4. Explainable AI in Healthcare: Systematic Review of Clinical Decision Support Systems;2024-08-10
5. AI and XAI second opinion: the danger of false confirmation in human–AI collaboration;Journal of Medical Ethics;2024-07-29
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