Yazar "Karpuzcu, Betül Asiye" için listeleme
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A correlation coefficient-based feature selection approach for virus-host protein-protein interaction prediction
İbrahim, Ahmed Hassan; Karabulut, Onur Can; Karpuzcu, Betül Asiye; Türk, Erdem; Süzek, Barış Ethem (Plos, 2023)Prediction of virus-host protein-protein interactions (PPI) is a broad research area where various machine-learning-based classifiers are developed. Transforming biological data into machine-usable features is a preliminary ... -
Machine Learning Methods for Virus–Host Protein–Protein Interaction Prediction
Karpuzcu, Betül Asiye; Türk, Erdem; İbrahim, Ahmad Hassan; Karabulut, Onur Can; Süzek, Barış Ethem (Humana Press Inc., 2023)The attachment of a virion to a respective cellular receptor on the host organism occurring through the virus–host protein–protein interactions (PPIs) is a decisive step for viral pathogenicity and infectivity. Therefore, ... -
ML-AdVInfect: A Machine-Learning Based Adenoviral Infection Predictor
Karabulut, Onur Can; Karpuzcu, Betül Asiye; Türk, Erdem; Ibrahim, Ahmad Hassan; Süzek, Barış Ethem (Frontiers, 2021)Adenoviruses (AdVs) constitute a diverse family with many pathogenic types that infect a broad range of hosts. Understanding the pathogenesis of adenoviral infections is not only clinically relevant but also important to ...
