Risk of Training Diagnostic Algorithms on Data with Demographic Bias

20 May 2020

Papers citing "Risk of Training Diagnostic Algorithms on Data with Demographic Bias"

5 / 5 papers shown

Title
On the Readiness of Scientific Data for a Fair and Transparent Use in Machine Learning Joan Giner-Miguelez Abel Gómez Jordi Cabot 16 0 0 18 Jan 2024
Augmenting Chest X-ray Datasets with Non-Expert Annotations Cathrine Damgaard Trine Eriksen Dovile Juodelyte V. Cheplygina Amelia Jiménez-Sánchez 37 3 0 05 Sep 2023
ENHANCE (ENriching Health data by ANnotations of Crowd and Experts): A case study for skin lesion classification Ralf Raumanns Gerard Schouten Max Joosten J. Pluim V. Cheplygina 17 5 0 27 Jul 2021
Evaluating Deep Neural Networks Trained on Clinical Images in Dermatology with the Fitzpatrick 17k Dataset Matthew Groh Caleb Harris L. Soenksen Felix Lau Rachel Han Aerin Kim A. Koochek Omar Badri 104 180 0 20 Apr 2021
Towards a glaucoma risk index based on simulated hemodynamics from fundus images J. Orlando J. Barbosa-Breda K. V. Keer Matthew B. Blaschko P. Blanco C. Bulant 53 79 0 25 May 2018