Potential sources of bias affecting model fairness (section 3) and outcome fairness (section 4).

Potential sources of bias affecting model fairness (section 3) and outcome fairness (section 4).

<p>Potential sources of bias affecting model fairness (section 3) and outcome fairness (section 4).</p>

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Bibliographic Details
Main Author:	Marine Hoche (20896647) (author)
Other Authors:	Olga Mineeva (15383526) (author), Gunnar Rätsch (54319) (author), Effy Vayena (379266) (author), Alessandro Blasimme (384233) (author)
Published:	2025
Subjects:	Medicine Cell Biology Immunology Developmental Biology Cancer Science Policy Space Science Biological Sciences not elsewhere classified thus improving fairness thus improving accountability improving clinical accuracy ml bias mitigation clinical workflow ml bias algorithmic bias address bias tremendous contribution transparent decision technically feasible streamlining decision reducing mistakes rapid integration proportionate approach practical challenges model performance machine learning inevitable trade health outcomes fair ml ethically justifiable dependent aspects
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