Author

Agata Łabiak

Technical University of Munich

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Neuroscience· 1

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:dimensionality reduction· 1 Approach:graph neural network· 1 Assay:imaging· 1 Approach:statistical model· 1

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Aina Frau‐PascualiD· 1 shared Anees KaziiD· 1 shared Chantal PellegriniiD· 1 shared Iman AganjiD· 1 shared

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2026-2026 · peak 1/yr

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NeuroscienceFrontiers in NeurosciencePeer-reviewedFeb 9, 2026

Multimodal Connectivity-based Cortical Segmentation with Graph Neural Networks

Agata Łabiak, Anees Kazi, Chantal Pellegrini…·Iman Aganj

This paper evaluates Graph Neural Networks for brain cortex segmentation using structural MRI and diffusion MRI data, finding GAT models perform competitively with non-graph methods.

2 citations

imaginggraph neural network

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