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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...

Ausführliche Beschreibung

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Bibliografische Detailangaben
Hauptverfasser: Mirja Mittermaier, Marium M. Raza, Joseph C. Kvedar
Format: Artigo
Sprache:Inglês
Veröffentlicht: Nature Portfolio 2023-06-01
Schriftenreihe:npj Digital Medicine
Online-Zugang:https://doi.org/10.1038/s41746-023-00858-z
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