Long-PVSUNet: A Longitudinal Deep Learning Framework for Count-Oriented Perivascular Space Segmentation in Brain MRI.
Long-PVSUNet enables scalable, temporally stable ePVS segmentation and count-based quantification, with exploratory evidence of plausible vascular associations.