Yazar "0000-0001-8165-6164" için Araştırma Çıktıları | TR-Dizin | WoS | Scopus | PubMed listeleme
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Enlightening the molecular mechanisms of type 2 diabetes with a novel pathway clustering and pathway subnetwork approach
Bakır Güngör, Burcu; Ünlü, Yazıcı, Miray; Göy, Gökhan; Temiz, Mustafa (TUBITAK, 2022)Type 2 diabetes mellitus (T2D) constitutes 90% of the diabetes cases, and it is a complex multifactorial disease. In the last decade, genome-wide association studies (GWASs) for T2D successfully pinpointed the genetic ... -
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 ...