How Redundant are Redundant Encodings? Blindness in the Wild and Racial Disparity when Race is Unobserved-Reference-Cited by-同舟云学术

How Redundant are Redundant Encodings? Blindness in the Wild and Racial Disparity when Race is Unobserved

Published:2023-06-12 Issue: Volume: Page:
ISSN:
Container-title:2023 ACM Conference on Fairness, Accountability, and Transparency
language:
Short-container-title:

Author:

Cheng Lingwei¹^ORCID,Gallegos Isabel O²^ORCID,Ouyang Derek²^ORCID,Goldin Jacob³^ORCID,Ho Dan²^ORCID

Affiliation:

1. Carnegie Mellon University, USA

2. Regulation, Evaluation, and Governance Lab, Stanford University, USA

3. University of Chicago, USA

Funder

Stanford Institute for Human-Centered Artificial Intelligence

Public Interest Technology University Network

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3593013.3594034

Reference107 articles.

1. Write It Like You See It: Detectable Differences in Clinical Notes by Race Lead to Differential Model Recommendations

2. Dzifa Adjaye-Gbewonyo Robert A Bednarczyk Robert L Davis and Saad B Omer. 2014. Using the Bayesian Improved Surname Geocoding Method (BISG) to create a working classification of race and ethnicity in a diverse managed care population: a validation study. Health services research 49 1 (2014) 268–283. Dzifa Adjaye-Gbewonyo Robert A Bednarczyk Robert L Davis and Saad B Omer. 2014. Using the Bayesian Improved Surname Geocoding Method (BISG) to create a working classification of race and ethnicity in a diverse managed care population: a validation study. Health services research 49 1 (2014) 268–283.

3. Auditing black-box models for indirect influence

4. Larry Alexander and Kevin Cole. 1997. Discrimination by Proxy. 453–463 pages. https://scholarship.law.umn.edu/concomm/602 Larry Alexander and Kevin Cole. 1997. Discrimination by Proxy. 453–463 pages. https://scholarship.law.umn.edu/concomm/602

5. American Hospital Association. 2022. ICD-10-CM Coding for Social Determinants of Health. https://www.aha.org/system/files/2018-04/value-initiative-icd-10-code-social-determinants-of-health.pdf American Hospital Association. 2022. ICD-10-CM Coding for Social Determinants of Health. https://www.aha.org/system/files/2018-04/value-initiative-icd-10-code-social-determinants-of-health.pdf

Cited by 1 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Implications of predicting race variables from medical images;Science;2023-07-14