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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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Bibliografiske detaljer
Principais autores: Amitojdeep Singh, Sourya Sengupta, Vasudevan Lakshminarayanan
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2020-06-01
Serier:Journal of Imaging
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Online adgang:https://www.mdpi.com/2313-433X/6/6/52
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