AltraFlowSOM: A Semi-Supervised Framework for Imaging Mass Cytometry Phenotyping
Akhiya A.R, Éléonore Bettacchioli, Christelle Le Dantec, Patrice Hémon, P Jouve, Sophie Hillion
AltraFlowSOM improves IMC phenotyping by combining semi-supervised learning with self-organizing maps, outperforming unsupervised and supervised methods in clustering and rare population detection.
bioRxiv · Sep 4, 2026 · PreprintBioinformatics