Localization supervision of chest x-ray classifiers using label-specific eye-tracking annotation

Convolutional neural networks (CNNs) have been successfully applied to chest x-ray (CXR) images. Moreover, annotated bounding boxes have been shown to improve the interpretability of a CNN in terms of localizing abnormalities. However, only a few relatively small CXR datasets containing bounding box...

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Bibliographic Details
Main Authors: Ricardo Bigolin Lanfredi, Joyce D. Schroeder, Tolga Tasdizen
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-06-01
Series:Frontiers in Radiology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fradi.2023.1088068/full

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