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Explainability of deep learning models in medical video analysis: a survey

Deep learning methods have proven to be effective for multiple diagnostic tasks in medicine and have been performing significantly better in comparison to other traditional machine learning methods. However, the black-box nature of deep neural networks has restricted their use in real-world applicat...

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Detalles Bibliográficos
Autores principales: Kolarik, Michal, Sarnovsky, Martin, Paralic, Jan, Babic, Frantisek
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10280416/
https://www.ncbi.nlm.nih.gov/pubmed/37346619
http://dx.doi.org/10.7717/peerj-cs.1253