KU Leuven

Anisotropic knowledge-based scoring function for protein-ligand pose selection and virtual screening, built on directional atom occupancy.

Weakly supervised deep learning system that scores 17 histological lesions continuously from kidney transplant biopsy whole-slide images.

EEG foundation model pretrained on raw multi-channel waveforms via continuous-time flow matching. Leads 7 of 9 clinical and BCI benchmarks.

Multimodal foundation model pretrained on ~500K unlabeled PubChem molecules that jointly predicts nine thermophysical properties of small molecules.

Enhancer models predicting cell-type-specific chromatin accessibility from DNA sequence, with a pretrained zoo and synthetic enhancer design tools.

GPCR peptide agonist screening with a graph neural network over AlphaFold-Multimer active-state complexes and interatomic contact graphs.

Tissue-specific histological aging clocks that read biological age and per-organ age gaps from H&E whole-slide images and from blood gene expression.