Explainable Artificial Intelligence for Bias Detection in COVID CT-Scan Classifiers

Explainable Artificial Intelligence for Bias Detection in COVID CT-Scan Classifiers

Problem: An application of Explainable Artificial Intelligence Methods for COVID CT-Scan classifiers is presented. Motivation: It is possible that classifiers are using spurious artifacts in dataset images to achieve high performances, and such explainable techniques can help identify this issue. Ai...

Full description

Bibliographic Details
Main Authors: Iam Palatnik de Sousa, Marley M. B. R. Vellasco, Eduardo Costa da Silva
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Sensors
Subjects:
computer vision
Computerized Tomography
Covid 19
Explainable AI
image classification
medical imaging
Online Access:https://www.mdpi.com/1424-8220/21/16/5657

Internet

https://www.mdpi.com/1424-8220/21/16/5657

Similar Items