Machine Learning

On the Difficulty to Rescore Hits from Ultralarge Docking Screens.

Docking-based virtual screening tools customized to mine ultralarge chemical spaces are consistently reported to yield both higher hit rates and more potent ligands than that …

Sindt, F.

Predicting the duration of action of β2-adrenergic receptor agonists: Ligand and structure-based approaches.

Agonists of the β2 adrenergic receptor (ADRB2) are an important class of medications used for the treatment of respiratory diseases.

Chiesa, L.

One class classification for the detection of β2 adrenergic receptor agonists using single-ligand dynamic interaction data.

G protein-coupled receptors are involved in many biological processes, relaying the extracellular signal inside the cell.

Chiesa, L.

Estimating the Similarity between Protein Pockets.

With the exponential increase in publicly available protein structures, the comparison of protein binding sites naturally emerged as a scientific topic to explain observations or …

Eguida, M.