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Explainable Deep Learning Models in Medical Image Analysis

Deep learning methods have been very effective for a variety of medical diagnostic tasks and have even outperformed human experts on some of those. However, the black-box nature of the algorithms has restricted their clinical use. Recent explainability studies aim to show the features that influence...

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Detalles Bibliográficos
Publicado en:J Imaging
Main Authors: Singh, Amitojdeep, Sengupta, Sourya, Lakshminarayanan, Vasudevan
Formato: Artigo
Idioma:Inglês
Publicado: MDPI 2020
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC8321083/
https://ncbi.nlm.nih.gov/pubmed/34460598
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/jimaging6060052
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