Addressing Artificial Intelligence Bias in Retinal Disease Diagnostics

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Addressing Artificial Intelligence Bias in Retinal Disease Diagnostics

28 April 2020

Philippe Burlina

William Paul

Katia D. Pacheco

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Papers citing "Addressing Artificial Intelligence Bias in Retinal Disease Diagnostics"

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Title
Evaluating Trade-offs in Computer Vision Between Attribute Privacy, Fairness and Utility William Paul P. Mathew F. Alajaji Philippe Burlina 33 2 0 15 Feb 2023
Classification Utility, Fairness, and Compactness via Tunable Information Bottleneck and Rényi Measures A. Gronowski William Paul F. Alajaji Bahman Gharesifard Philippe Burlina FaML 79 3 0 20 Jun 2022
Patch Attack Invariance: How Sensitive are Patch Attacks to 3D Pose? M. Lennon Nathan G. Drenkow Philippe Burlina AAML 39 8 0 16 Aug 2021
AI Fairness via Domain Adaptation Neil J. Joshi Philippe Burlina 46 15 0 15 Mar 2021
Addressing Visual Search in Open and Closed Set Settings Nathan G. Drenkow Philippe Burlina Neil Fendley Kachi Odoemene Jared Markowitz ObjD 33 0 0 11 Dec 2020
TARA: Training and Representation Alteration for AI Fairness and Domain Generalization William Paul Armin Hadzic Neil J. Joshi F. Alajaji Philippe Burlina 89 19 0 11 Dec 2020
AI Progress in Skin Lesion Analysis Philippe Burlina William Paul P. Mathew Neil J. Joshi Alison W. Rebman J. Aucott 42 0 0 28 Sep 2020
Least $k$ th-Order and Rényi Generative Adversarial Networks Himesh Bhatia William Paul F. Alajaji Bahman Gharesifard Philippe Burlina GAN 54 8 0 03 Jun 2020