Search Results for author: Gerard Snaauw

Found 3 papers, 0 papers with code

Mutual information neural estimation for unsupervised multi-modal registration of brain images

no code implementations25 Jan 2022 Gerard Snaauw, Michele Sasdelli, Gabriel Maicas, Stephan Lau, Johan Verjans, Mark Jenkinson, Gustavo Carneiro

We propose guiding the training of a deep learning-based registration method with MI estimation between an image-pair in an end-to-end trainable network.

Image Registration

Model Agnostic Saliency for Weakly Supervised Lesion Detection from Breast DCE-MRI

no code implementations20 Jul 2018 Gabriel Maicas, Gerard Snaauw, Andrew P. Bradley, Ian Reid, Gustavo Carneiro

There is a heated debate on how to interpret the decisions provided by deep learning models (DLM), where the main approaches rely on the visualization of salient regions to interpret the DLM classification process.

General Classification Lesion Detection

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