1.8k citations · 2.2k across the 17 of their papers we have counts for
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stat.ML2018★ 48 cited
A novel methodology on distributed representations of proteins using their interacting ligands
Hakime Öztürk, Elif Ozkirimli, Arzucan Özgür
The effective representation of proteins is a crucial task that directly affects the performance of many bioinformatics problems. Related proteins usually bind to similar ligands.…
stat.ML2018★ 1.8k cited
DeepDTA: Deep Drug-Target Binding Affinity Prediction
Hakime Öztürk, Elif Ozkirimli, Arzucan Özgür
The identification of novel drug-target (DT) interactions is a substantial part of the drug discovery process. Most of the computational methods that have been proposed to predict…