“Shortcuts” Causing Bias in Radiology Artificial Intelligence: Causes, Evaluation, and Mitigation
Author:
Publisher
Elsevier BV
Subject
Radiology, Nuclear Medicine and imaging
Reference87 articles.
1. Development and validation of a deep learning system for diabetic retinopathy and related eye diseases using retinal images from multiethnic populations with diabetes;Ting;JAMA,2017
2. Deep learning in mammography: diagnostic accuracy of a multipurpose image analysis software in the detection of breast cancer;Becker;Invest Radiol,2017
3. Addressing bias in artificial intelligence in health care;Parikh;JAMA,2019
4. Underdiagnosis bias of artificial intelligence algorithms applied to chest radiographs in under-served patient populations;Seyyed-Kalantari;Nat Med,2021
Cited by 17 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. Artificial intelligence in oncology: ensuring safe and effective integration of language models in clinical practice;The Lancet Regional Health - Europe;2024-11
2. The Evolving Role of Artificial Intelligence in Radiotherapy Treatment Planning—A Literature Review;Clinical Oncology;2024-10
3. Health inequities, bias, and artificial intelligence;Techniques in Vascular and Interventional Radiology;2024-08
4. Pitfalls in Interpretive Applications of Artificial Intelligence in Radiology;American Journal of Roentgenology;2024-07-24
5. Evolving and Novel Applications of Artificial Intelligence in Thoracic Imaging;Diagnostics;2024-07-08
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