Biyomühendislik / Bioengineering by Institution Author "Bakir-Gungor, Burcu"
Now showing items 1-4 of 4
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GeNetOntology: identifying affected gene ontology terms via grouping, scoring, and modeling of gene expression data utilizing biological knowledge-based machine learning
Ersoz, Nur Sebnem; Bakir-Gungor, Burcu; Yousef, Malik (FRONTIERS MEDIA SA, 2023)Introduction: Identifying significant sets of genes that are up/downregulated under specific conditions is vital to understand disease development mechanisms at the molecular level. Along this line, in order to analyze ... -
Integrative analyses in omics data: Machine learning perspective
Yazici, Miray Unlu; Bakir-Gungor, Burcu; Yousef, Malik (Deutsche Gesellschaft fur Medizinische Informatik, Biometrie und Epidemiologie e.V., 2023)Developments in the high throughput technologies have enabled the production of an immense amount of knowledge at the multi-omics level. Considering complex diseases which are affected by multi-factors, single omics datasets ... -
miRcorrNetPro: Unraveling Algorithmic Insights through Cross-Validation in Multi-Omics Integration for Comprehensive Data Analysis
Yazici, Miray Unlu; Yousef, Malik; Marron J.S.; Bakir-Gungor, Burcu (Institute of Electrical and Electronics Engineers Inc., 2023)High throughput -omics technologies facilitate the investigation of regulatory mechanisms of complex diseases. Along this line, scientists develop promising tools and methods to extend our understanding at the molecular ... -
A Top-Down Approach for Finding Affected Pathway Subnetworks in Type 2 Diabetes
Unlu Yazici, Miray; Bakir-Gungor, Burcu (IEEE, 2020)Diyabet (Diabetes Mellitus, DM), insülin üreten pankreas beta hücrelerindeki fonksiyon bozukluğu, insülin direnci veya insülinin işlevselliğinin bozulması ile meydana gelen bir tür metabolik bozukluktur. Diyabet vakalarının ...
