Prototype learning for explainable brain age prediction

The lack of explainability of deep learning models limits the adoption of such models in clinical practice. Prototype-based models can provide inherent explainable predictions, but these have predominantly been designed for classification tasks, despite many important tasks in medical imaging being...

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Bibliographic Details
Main Authors: Hesse, LS, Dinsdale, NK, Namburete, AIL
Format: Conference item
Language:English
Published: IEEE 2024