MACAIF: Machine Learning Auditing for Clinical AI Fairness-Reference-Cited by-同舟云学术

MACAIF: Machine Learning Auditing for Clinical AI Fairness

Published:2023-07-11 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the First International Symposium on Trustworthy Autonomous Systems
language:
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Author:

Barnard Pepita¹^ORCID,Bautista John Robert²^ORCID,Krook Joshua³^ORCID,Liu Anqi⁴^ORCID,Menéndez Héctor⁵^ORCID,Schmidt Aurora⁴^ORCID,Sookoor Tamim⁴^ORCID

Affiliation:

1. University of Nottingham, United Kingdom

2. University of Texas at Austin, USA

3. University of Southampton, United Kingdom

4. Johns Hopkins University, USA

5. King's College London, United Kingdom

Funder

UKRI

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3597512.3597522

Reference9 articles.

1. Artificial Intelligence and Human Trust in Healthcare: Focus on Clinicians

2. Imon Banerjee , Ananth Reddy Bhimireddy , John L Burns , Leo Anthony Celi , Li-Ching Chen , Ramon Correa , Natalie Dullerud , Marzyeh Ghassemi , Shih-Cheng Huang , Po-Chih Kuo , 2021. Reading race: AI recognises patient’s racial identity in medical images. arXiv preprint arXiv:2107.10356 ( 2021 ). Imon Banerjee, Ananth Reddy Bhimireddy, John L Burns, Leo Anthony Celi, Li-Ching Chen, Ramon Correa, Natalie Dullerud, Marzyeh Ghassemi, Shih-Cheng Huang, Po-Chih Kuo, 2021. Reading race: AI recognises patient’s racial identity in medical images. arXiv preprint arXiv:2107.10356 (2021).

3. Dominic Cushnan , Oscar Bennett , Rosalind Berka , Ottavia Bertolli , Ashwin Chopra , Samie Dorgham , Alberto Favaro , Tara Ganepola , Mark Halling-Brown , Gergely Imreh , 2021. An overview of the National COVID-19 Chest Imaging Database: data quality and cohort analysis. GigaScience 10, 11 ( 2021 ), giab076. Dominic Cushnan, Oscar Bennett, Rosalind Berka, Ottavia Bertolli, Ashwin Chopra, Samie Dorgham, Alberto Favaro, Tara Ganepola, Mark Halling-Brown, Gergely Imreh, 2021. An overview of the National COVID-19 Chest Imaging Database: data quality and cohort analysis. GigaScience 10, 11 (2021), giab076.

4. Depresjon

5. AI recognition of patient race in medical imaging: a modelling study