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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Bibliographic Details
Main Authors: Weina Jin, Xiaoxiao Li, Mostafa Fatehi, Ghassan Hamarneh
Format: Article
Language:English
Published: Elsevier 2023-01-01
Series:MethodsX
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2215016123000146