Evaluating Fairness of Artificial Intelligence Models for Radiology Image Classification

With the increasing prevalence of AI-assisted decision-making in the healthcare domain, evaluating fairness of machine learning models is more central than ever. Measuring the fairness of medical decision-support systems has enormous impacts on patients of different backgrounds and can influence how...

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Bibliographic Details
Main Author: Sandadi, Varsha
Other Authors: Ghassemi, Marzyeh
Format: Thesis
Published: Massachusetts Institute of Technology 2024
Online Access:https://hdl.handle.net/1721.1/156974

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