Cold-Start Problems in Data-Driven Prediction of Drug-Drug Interaction Effects

• Main Authors: Pieter Dewulf (Author), Michiel Stock (Author), Bernard De Baets (Author)
• פורמט: ספר
• יצא לאור: MDPI AG, 2021-05-01T00:00:00Z.
• נושאים: article
• גישה מקוונת: Connect to this object online.

Combining drugs, a phenomenon often referred to as polypharmacy, can induce additional adverse effects. The identification of adverse combinations is a key task in pharmacovigilance. In this context, in silico approaches based on machine learning are promising as they can learn from a limited number...