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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Detalles Bibliográficos
Autores principales: Kim, Incheol, Rajaraman, Sivaramakrishnan, Antani, Sameer
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6627892/
https://www.ncbi.nlm.nih.gov/pubmed/30987172
http://dx.doi.org/10.3390/diagnostics9020038

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6627892/
https://www.ncbi.nlm.nih.gov/pubmed/30987172
http://dx.doi.org/10.3390/diagnostics9020038

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