Identification of Drug-Target Interactions using Xanthos Match Maker™
In this short whitepaper, we have tried to explain our Xanthos Match Maker™ tool for DTI prediction and virtual screening. Our solution not only can achieve a significant performance on a benchmark dataset but also can provide a reasonable prediction on out-of-distribution data. Moreover, the Celeris One platform can cope with the low amount of input data and extract maximum information from sparse input data.
Identification of Novel West Nile Virus NS2B/NS3 Protease Inhibitors
In this whitepaper we showcase the utilities of Xanthos Match Maker™ in rapidly and accurately predicting biomolecular interactions between drug/target pairs. Based on a deep learning approach, the presented drug-repurposing case study has arguably demonstrated promising as well as competitive results.