Accurate Prediction of Kinase-Substrate Networks Using Knowledge Graphs
Vít Nováček, Gavin McGauran, David Matallanas, Alfonso Blanco, Piero Conca, Emir Muñoz, Luca Costabello, Kamalesh Kanakaraj, Zeeshan Nawaz, Brian Walsh, Sameh K. Mohamed, Pierre-Yves Vandenbussche, Colm J. Ryan, Walter Kölch, Dirk Fey
The paper introduces a model using knowledge graphs to predict kinase-substrate networks, achieving higher coverage and accuracy than existing methods through network-based learning.
PLoS Computational Biology · Dec 3, 2020Peer-reviewedBioinformatics