Benchmarking the influence of pre-training on explanation performance in MR image classification

Convolutional Neural Networks (CNNs) are frequently and successfully used in medical prediction tasks. They are often used in combination with transfer learning, leading to improved performance when training data for the task are scarce. The resulting models are highly complex and typically do not p...

Full description

Bibliographic Details

Published in:	Frontiers in Artificial Intelligence
Main Authors:	Marta Oliveira, Rick Wilming, Benedict Clark, Céline Budding, Fabian Eitel, Kerstin Ritter, Stefan Haufe
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2024-02-01
Subjects:	XAI explainability interpretability pre-training MRI benchmark
Online Access:	https://www.frontiersin.org/articles/10.3389/frai.2024.1330919/full