Search Results for author: Dániel Unyi

Found 2 papers, 2 papers with code

Neurodevelopmental Phenotype Prediction: A State-of-the-Art Deep Learning Model

1 code implementation16 Nov 2022 Dániel Unyi, Bálint Gyires-Tóth

A major challenge in medical image analysis is the automated detection of biomarkers from neuroimaging data.

Image Registration

Utility of Equivariant Message Passing in Cortical Mesh Segmentation

1 code implementation7 Jun 2022 Dániel Unyi, Ferdinando Insalata, Petar Veličković, Bálint Gyires-Tóth

Our evaluation shows that GNNs outperform EGNNs on aligned meshes, due to their ability to leverage the presence of a global coordinate system.

Segmentation

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