An interpretable deep learning framework for classifying neuronal morphologies using topology and graph neural networks
Lida Kanari, Stanislav Schmidt, Francesco Casalegno, Émilie Delattre, Jelena Banjac Lukic, Thomas Negrello, Ying Shi, Julie Meystre, Michaël Defferrard, Felix Schürmann, Henry Markram
This paper presents a deep learning framework that classifies neuronal morphologies using topology and graph neural networks, achieving accuracy comparable to human experts.
Scientific Reports · Sep 22, 2026Peer-reviewedNeuroscience