Addressing Artificial Intelligence Bias in Retinal Disease Diagnostics

v1v2v3v4 (latest)

Addressing Artificial Intelligence Bias in Retinal Disease Diagnostics

28 April 2020

Philippe Burlina

William Paul

Katia D. Pacheco

ArXiv (abs)PDF HTML

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

8 / 8 papers shown

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 52 8 0 03 Jun 2020