ATC classification

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Predicting anatomic therapeutic chemical classification codes using tiered learning

The low success rate and high cost of drug discovery requires the development of new paradigms to identify molecules of therapeutic value. The Anatomical Therapeutic Chemical (ATC) Code System is a World Health Organization (WHO) proposed classification that assigns multi-level codes to compounds based on their therapeutic, pharmacological and chemical characteristics as well as the in-vivo sites(s) of activity.

13p viflorida2711 30-10-2020 11 2 Download

A two-tiered unsupervised clustering approach for drug repositioning through heterogeneous data integration

Drug repositioning is the process of identifying new uses for existing drugs. Computational drug repositioning methods can reduce the time, costs and risks of drug development by automating the analysis of the relationships in pharmacology networks.

18p viconnecticut2711 29-10-2020 29 1 Download