There Are No Shortcuts to Anywhere Worth Going: Identifying Shortcuts in Deep Learning Models for Medical Image Analysis

Christopher Boland; Keith A Goatman; Sotirios A. Tsaftaris; Sonia Dahdouh

2024 MIDL MIDL 2024

There Are No Shortcuts to Anywhere Worth Going: Identifying Shortcuts in Deep Learning Models for Medical Image Analysis

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Christopher Boland, Keith A Goatman, Sotirios A. Tsaftaris, Sonia Dahdouh

Topics

Artificial Intelligence > Core AI > Interpretability Machine Learning > Optimization & Theory > Neural Network Optimization Deep Learning > Techniques > Model Architecture

Keywords

shortcut learning kl divergence generalization neural network layer spurious feature prediction depth

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