Improved image classification explainability with high-accuracy heatmaps

Deep learning models have become increasingly used for image-based classification. In critical applications such as medical imaging, it is important to convey the reasoning behind the models' decisions in human-understandable forms. In this work, we propose Pyramid Localization Network (PYLON),...

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Detalles Bibliográficos
Autores principales: Preechakul, Konpat, Sriswasdi, Sira, Kijsirikul, Boonserm, Chuangsuwanich, Ekapol
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8889368/
https://www.ncbi.nlm.nih.gov/pubmed/35252819
http://dx.doi.org/10.1016/j.isci.2022.103933

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8889368/
https://www.ncbi.nlm.nih.gov/pubmed/35252819
http://dx.doi.org/10.1016/j.isci.2022.103933

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