Yazar "0000-0002-1521-4306" için Bilgisayar Mühendisliği Bölümü Koleksiyonu 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 ... -
DEVOUR: Deleterious Variants on Uncovered Regions in Whole-Exome Sequencing
Türk, Erdem; Ayaz, Akif; Yüksek, Ayhan; Süzek, Barış Ethem (PMC, 2023)The discovery of low-coverage (i.e. uncovered) regions containing clinically significant variants, especially when they are related to the patient's clinical phenotype, is critical for whole-exome sequencing (WES) based ... -
First case with RANBP2 biallelic mutation and severe acute necrotizing encephalopathy phenotype
Ayaz, Akif; Doğru, Zeynep; Kılıç, Betül; Süzek, Barış Ethem (Elsevier B.V., 2022)Familial acute necrotizing encephalopathy (ANE) is a rapidly progressive encephalopathy that can occur after common viral infections at different stages of life. The clinical findings of 2 siblings diagnosed with ANE were ... -
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 ...