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Bibliographic Details
Main Authors: Heming, Carolina A. M., Abdalla, Mohamed, Mohanna, Shahram, Ahluwalia, Monish, Zhang, Linglin, Trivedi, Hari, Woo, MinJae, Fine, Benjamin, Gichoya, Judy Wawira, Celi, Leo Anthony, Seyyed-Kalantari, Laleh
Format: Preprint
Published: 2023
Subjects:
Online Access:https://arxiv.org/abs/2311.12560
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Table of Contents:
  • Clinical AI model reporting cards should be expanded to incorporate a broad bias reporting of both social and non-social factors. Non-social factors consider the role of other factors, such as disease dependent, anatomic, or instrument factors on AI model bias, which are essential to ensure safe deployment.