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Generating post-hoc explanation from deep neural networks for multi-modal medical image analysis tasks

Explaining model decisions from medical image inputs is necessary for deploying deep neural network (DNN) based models as clinical decision assistants. The acquisition of multi-modal medical images is pervasive in practice for supporting the clinical decision-making process. Multi-modal images captu...

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Detalles Bibliográficos
Autores principales: Jin, Weina, Li, Xiaoxiao, Fatehi, Mostafa, Hamarneh, Ghassan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9922805/
https://www.ncbi.nlm.nih.gov/pubmed/36793676
http://dx.doi.org/10.1016/j.mex.2023.102009