Underdiagnosis bias of artificial intelligence algorithms applied to chest radiographs in under-served patient populations
出版年份 2021 全文链接
标题
Underdiagnosis bias of artificial intelligence algorithms applied to chest radiographs in under-served patient populations
作者
关键词
-
出版物
NATURE MEDICINE
Volume 27, Issue 12, Pages 2176-2182
出版商
Springer Science and Business Media LLC
发表日期
2021-12-11
DOI
10.1038/s41591-021-01595-0
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Utility of Artificial Intelligence Tool as a Prospective Radiology Peer Reviewer — Detection of Unreported Intracranial Hemorrhage
- (2020) Balaji Rao et al. ACADEMIC RADIOLOGY
- Treating health disparities with artificial intelligence
- (2020) Irene Y. Chen et al. NATURE MEDICINE
- Gender imbalance in medical imaging datasets produces biased classifiers for computer-aided diagnosis
- (2020) Agostina J. Larrazabal et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Hidden in Plain Sight — Reconsidering the Use of Race Correction in Clinical Algorithms
- (2020) Darshali A. Vyas et al. NEW ENGLAND JOURNAL OF MEDICINE
- Do no harm: a roadmap for responsible machine learning for health care
- (2019) Jenna Wiens et al. NATURE MEDICINE
- Dissecting racial bias in an algorithm used to manage the health of populations
- (2019) Ziad Obermeyer et al. SCIENCE
- Deep Convolutional Neural Network–based Software Improves Radiologist Detection of Malignant Lung Nodules on Chest Radiographs
- (2019) Yongsik Sim et al. RADIOLOGY
- MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports
- (2019) Alistair E. W. Johnson et al. Scientific Data
- Implementing Machine Learning in Health Care — Addressing Ethical Challenges
- (2018) Danton S. Char et al. NEW ENGLAND JOURNAL OF MEDICINE
- Potential Biases in Machine Learning Algorithms Using Electronic Health Record Data
- (2018) Milena A. Gianfrancesco et al. JAMA Internal Medicine
- Radiologist shortage leaves patient care at risk, warns royal college
- (2017) Abi Rimmer BMJ-British Medical Journal
- Radiologist shortage leaves patient care at risk, warns royal college
- (2017) Abi Rimmer BMJ-British Medical Journal
- ImageNet Large Scale Visual Recognition Challenge
- (2015) Olga Russakovsky et al. INTERNATIONAL JOURNAL OF COMPUTER VISION
- The Quality Of Care Delivered To Patients Within The Same Hospital Varies By Insurance Type
- (2013) Christine S. Spencer et al. HEALTH AFFAIRS
- A New, Evidence-based Estimate of Patient Harms Associated with Hospital Care
- (2013) John T. James Journal of Patient Safety
- The Causes of Medical Malpractice Suits against Radiologists in the United States
- (2012) Jeremy S. Whang et al. RADIOLOGY
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started