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.
•