Moleküler Biyoloji ve Genetik Bölümü Koleksiyonu by Institution Author "Ersoz, Nur Sebnem"
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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 ... -
Integrating Biological Domain Knowledge with Machine Learning for Identifying Colorectal-Cancer-Associated Microbial Enzymes in Metagenomic Data
Bakir-Gungor, Burcu; Ersoz, Nur Sebnem; Yousef, Malik (MDPI, 2025)Advances in metagenomics have revolutionized our ability to elucidate links between the microbiome and human diseases. Colorectal cancer (CRC), a leading cause of cancer-related mortality worldwide, has been associated ...