University of Padova

Per-residue intrinsic disorder prediction from sequence, with a window-wide output encoding that lets a convolutional network span 91 residues.

Protein domain embeddings that assign CATH homologous superfamilies by nearest-centroid lookup, staying accurate below 20% sequence identity.

Structural brain MRI foundation model pretrained on synthetic healthy volumes only, giving frozen features for brain age, dementia risk and image QC.