Work

Phantom fairness: a reproducible audit of instance-dependent label noise as a hidden source of demographic bias in chest radiograph classifiers

Year: 2026

Type: preprint

Source: SSRN Electronic Journal

DOI: 10.2139/ssrn.7305444

Authors: Krutarth Patel, Phanindra Beedala, Darshit Vora, Harshil Mehta

Institutions: Humana (United States), Tata Consultancy Services (India)

Language: English

Topic: Ethics and Social Impacts of AI

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

SDG: Reduced inequalities

Open Access status: green

OpenAlex ID: W7204177305

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