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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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Detalles Bibliográficos
Autores principales: Bigolin Lanfredi, Ricardo, Schroeder, Joyce D., Tasdizen, Tolga
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10365091/
https://www.ncbi.nlm.nih.gov/pubmed/37492389
http://dx.doi.org/10.3389/fradi.2023.1088068