Bias in AI-based models for medical applications: challenges and mitigation strategies

Artificial intelligence systems are increasingly being applied to healthcare. In surgery, AI applications hold promise as tools to predict surgical outcomes, assess technical skills, or guide surgeons intraoperatively via computer vision. On the other hand, AI systems can also suffer from bias, comp...

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Bibliographic Details
Main Authors: Mirja Mittermaier, Marium M. Raza, Joseph C. Kvedar
Format: Article
Language:English
Published: Nature Portfolio 2023-06-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-023-00858-z