Advancing drug–target interaction prediction: a comprehensive graph-based approach integrating knowledge graph embedding and ProtBert pretraining

Abstract Background The pharmaceutical field faces a significant challenge in validating drug target interactions (DTIs) due to the time and cost involved, leading to only a fraction being experimentally verified. To expedite drug discovery, accurate computational methods are essential for predictin...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखकों: Warith Eddine Djeddi, Khalil Hermi, Sadok Ben Yahia, Gayo Diallo
स्वरूप: लेख
भाषा:English
प्रकाशित: BMC 2023-12-01
श्रृंखला:BMC Bioinformatics
विषय:
ऑनलाइन पहुंच:https://doi.org/10.1186/s12859-023-05593-6