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Visual Interpretation of Convolutional Neural Network Predictions in Classifying Medical Image Modalities

Deep learning (DL) methods are increasingly being applied for developing reliable computer-aided detection (CADe), diagnosis (CADx), and information retrieval algorithms. However, challenges in interpreting and explaining the learned behavior of the DL models hinders their adoption and use in real-w...

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Библиографические подробности
Опубликовано в: :Diagnostics (Basel)
Главные авторы: Kim, Incheol, Rajaraman, Sivaramakrishnan, Antani, Sameer
Формат: Artigo
Язык:Inglês
Опубликовано: MDPI 2019
Предметы:
Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC6627892/
https://ncbi.nlm.nih.gov/pubmed/30987172
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/diagnostics9020038
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