SynAPSeg: A novel dataset and image analysis framework for deep learning-based synapse detection and quantification
Pascal Schamber, Sahana Darbhamulla, Molly Boyer, Madison Pelletier, Helene Hartman, Olivia Friedman, Shiyu Zhang, Allison Y. Blais, Seyun Oh, Haining Zhong, Alexei M. Bygrave
SynAPSeg provides a framework and dataset for deep learning-based synapse detection and quantification, achieving expert-level performance and revealing age-related synaptic changes.
PLoS Computational Biology · Jul 29, 2026Peer-reviewedNeuroscience