PixlMap: A generalisable pixel classifier for cellular phenotyping in multiplex immunofluorescence images
Rachel L. Pennie, David Mason, Kai Rakovic, Fiona Ballantyne, Ian R. Powley, Αναστασία Γεωργακοπούλου, Thomas Graham Bird, Leah Officer-Jones, John P. C. Le Quesne
PixlMap is a deep learning method for cellular phenotyping in multiplex immunofluorescence images that uses nuclear segmentation alone to classify cells without requiring full cell boundaries.
bioRxiv · Jan 8, 2025 · PreprintPathology