Explainable artificial intelligence for pharmacovigilance: What features are important when predicting adverse outcomes?
Author:
Funder
NHMRC
University of Western Australia
Publisher
Elsevier BV
Subject
Health Informatics,Computer Science Applications,Software
Reference34 articles.
1. Innovation in Pharmacovigilance: Use of Artificial Intelligence in Adverse Event Case Processing;Schmider;Clinical Pharmacology & Therapeutics,2019
2. A machine learning approach for predictive models of adverse events following spine surgery;Han;The Spine Journal,2019
3. Opportunities and challenges in explainable artificial intelligence (XAI): A survey;Das;ArXiv,2020
4. Anchors: High-precision model-agnostic explanations;Ribeiro,2018
5. M.T. Ribeiro, S. Singh, C. Guestrin, ”why should I trust you?”: Explaining the predictions of any classifier, (2016). arXiv:1602.04938.
Cited by 24 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. Exploring the decision-making process of ensemble learning algorithms in landslide susceptibility mapping: Insights from local and global explainable AI analyses;Advances in Space Research;2024-10
2. Transparency: The Missing Link to Boosting AI Transformations in Chemical Engineering;Engineering;2024-08
3. Machine Learning Techniques for Predicting Drug-Related Side Effects: A Scoping Review;Pharmaceuticals;2024-06-17
4. Detecting Anomalies in Blockchain Transactions using Machine Learning Classifiers and Explainability Analysis;Blockchain: Research and Applications;2024-05
5. Applying Artificial Intelligence in Structured Real-World Data for Pharmacovigilance Purposes: A Systematic Literature Review (Preprint);2024-02-28
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