Fairness in artificial intelligence‐driven multi‐organ image segmentation

Fairness in artificial intelligence‐driven multi‐organ image segmentation

Abstract Fairness is an emerging consideration when assessing the segmentation performance of machine learning models across various demographic groups. During clinical decision‐making, an unfair segmentation model exhibits risks in that it can pose inappropriate diagnoses and unsuitable treatment p...

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Bibliographic Details
Main Authors: Qing Li, Yizhe Zhang, Longyu Sun, Mengting Sun, Meng Liu, Zian Wang, Qi Wang, Shuo Wang, Chengyan Wang
Format: Article
Language:English
Published: Wiley 2024-12-01
Series:iRADIOLOGY
Subjects:
artificial intelligence
bias
fairness
medical image
multi‐organ segmentation
Online Access:https://doi.org/10.1002/ird3.101
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