Author

Chantal Pellegrini

Technical University of MunichORCID 0000-0002-7555-0336Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Neuroscience· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

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

Frequent Co-Authors

Agata Łabiak· 1 shared Aina Frau‐PascualiD· 1 shared Anees KaziiD· 1 shared Iman AganjiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperNeuroscience

Agata Łabiak

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Multimodal Connectivity-based Cortical Segmentation with Graph Neural Networks

Agata Łabiak, Anees Kazi, Chantal Pellegrini, Aina Frau‐Pascual, 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.

Frontiers in Neuroscience · Feb 9, 2026Peer-reviewedNeuroscience