Everything is varied: The surprising impact of instantial variation on ML reliability
Author:
Funder
Ministero della Salute
Publisher
Elsevier BV
Subject
Software
Reference73 articles.
1. Diagnostic accuracy of deep learning in medical imaging: A systematic review and meta-analysis;Aggarwal;npj Digit. Med.,2021
2. Generative adversarial networks-based data augmentation for brain–computer interface;Fahimi;IEEE Trans. Neural Netw. Learn. Syst.,2020
3. New generation deep learning for video object detection: A survey;Jiao;IEEE Trans. Neural Netw. Learn. Syst.,2021
4. A survey of the usages of deep learning for natural language processing;Otter;IEEE Trans. Neural Netw. Learn. Syst.,2020
5. Time to reality check the promises of machine learning-powered precision medicine;Wilkinson;Lancet Digit. Health,2020
Cited by 4 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 Trade-Off between generalist and specialized Models: A center-based comparative analysis for glioblastoma segmentation;International Journal of Medical Informatics;2024-11
2. Machine learning algorithms in sepsis;Clinica Chimica Acta;2024-01
3. Complete Blood Count and MDW-based Machine Learning Algorithms for Sepsis Detection: a Multicentric Development and External Validation Study (Preprint);Journal of Medical Internet Research;2023-12-15
4. Diagnostic quality model (DQM): an integrated framework for the assessment of diagnostic quality when using AI/ML;Clinical Chemistry and Laboratory Medicine (CCLM);2023-01-25
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