Bias Analysis on Public X-Ray Image Datasets of Pneumonia and COVID-19 Patients

Bias Analysis on Public X-Ray Image Datasets of Pneumonia and COVID-19 Patients

Chest X-ray images are useful for early COVID-19 diagnosis with the advantage that X-ray devices are already available in health centers and images are obtained immediately. Some datasets containing X-ray images with cases (pneumonia or COVID-19) and controls have been made available to develop mach...

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Bibliographic Details
Main Authors: Omar Del Tejo Catala, Ismael Salvador Igual, Francisco Javier Perez-Benito, David Millan Escriva, Vicent Ortiz Castello, Rafael Llobet, Juan-Carlos Perez-Cortes
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Deep learning
COVID-19
convolutional neural networks
chest X-ray
bias
segmentation
Online Access:https://ieeexplore.ieee.org/document/9374968/

Internet

https://ieeexplore.ieee.org/document/9374968/

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