arrow
返回

Avoiding bias in artificial intelligence

delete2023-01-26
delete7
PRE
AI
D
David A. Gudis *
E
Edward D. McCoul
M
Michael J. Marino
Z
Zara M. Patel
DOI:10.1002/alr.23129delete
delete原文链接
delete原文求助
delete分享
delete收藏
摘要

摘要

En 中文
Artificial intelligence (AI) is ubiquitous and expanding, and the healthcare industry has rapidly adopted AI and machine learning for numerous applications. It is essential to understand that AI is not immune to the biases that impact our clinical and academic work, and in fact may inadvertently amplify rather than reduce them. As we harness the power of AI, it is our obligation to our patients to ensure that we address these concerns. We must take responsibility for proactive stewardship to protect against bias, not only for new AI algorithms, but also for our research studies that may one day provide data for those algorithms.
Keyword:
evidence-based medicine
imaging
medical therapy of chronic rhinosinusitis
patient-reported outcome measure
quality of life
simulation training
statistics

期刊

International Forum of Allergy and Rhinology 封面图
International Forum of Allergy and Rhinology
IF:
6.8
论文数:
2.6K
被引数:
5.8K

机构

C
Columbia University
学者数:
7.1W
论文数: 6.4W
被引数: 263
M
mayo clinic
学者数:
8.3W
论文数: 6.6W
被引数: 85
O
Ochsner Health System
学者数:
2.2K
论文数: 1.7K
被引数: 386
N
newyork-presbyterian hospital
学者数:
1.6W
论文数: 9.8K
被引数: 15
学者 查看更多机构
引用论文

引用论文

Dissecting racial bias in an algorithm used to manage the health of populations在用于管理人群健康的算法中剖析种族偏见
errSCIENCE
IF45.8
err2019-10-25
err2.3K
errOAAI
errObermeyer, Ziad; Powers, Brian; Vogeli, Christine; Mullainathan, Sendhil
err分享
err收藏
Racial and ethnic disparities in paranasal sinus malignancies鼻旁窦恶性肿瘤的种族和民族差异
err2021-06-06
err12
PREAI
errSharma, Rahul K.; Schlosser, Rodney J.; Beswick, Daniel M.; Suh, Jeffrey D.; Overdevest, Jonathan; McKinney, Kibwei; Gudis, David A.
err分享
err收藏
err分享
err收藏
Convenience of ambulatory blood pressure monitoring: comparison of different devices
err2005-10-01
err0
PREAI
errTimm H. Westhoff; Henriette Straub-Hohenbleicher; Sven Schmidt; Markus Tölle; Walter Zidek; Markus van der Giet
err分享
err收藏
Impact of federal mandates on demographic reporting in rhinitis clinical trials
err2021-08-06
err2
PREAI
errMehta, Neil K.; Ma, Cheng; Miglani, Amar; Gudis, David A.; Nguyen, Shaun A.; Schlosser, Rodney J.
err分享
err收藏
Health Care Utilization and Attitudes Survey in Cases of Moderate-to-Severe Diarrhea among Children Ages 0–59 Months in the District of Manhiça, Southern Mozambique
err2013-07-10
err0
errOAAI
errTacilta Nhampossa; Inacio Mandomando; Sozinho Acacio; Delino Nhalungo; Charfudin Sacoor; Ariel Nhacolo; Eusebio Macete; Arnaldo Nhabanga; Llorenç Quintó; Karen Kotloff; Myron M. Levine; Dilruba Nasrin; Tamer Farag; Quique Bassat; Pedro Alonso
err分享
err收藏
没有更多内容