A Systematic Review of ‘Fair’ AI Model Development for Image Classification and Prediction

Abstract Purpose The new challenge in Artificial Intelligence (AI) is to understand the limitations of models to reduce potential harm. Particularly, unknown disparities based on demographic factors could encrypt currently existing inequalities worse...

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Bibliographic Details
Main Authors: Correa, Ramon, Shaan, Mahtab, Trivedi, Hari, Patel, Bhavik, Celi, Leo A. G., Gichoya, Judy W., Banerjee, Imon
Other Authors: Massachusetts Institute of Technology. Institute for Medical Engineering & Science
Format: Article
Language:English
Published: Springer Berlin Heidelberg 2022
Online Access:https://hdl.handle.net/1721.1/146762