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Burcu Bakir-Gungor
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The Rat Genome Database 2009: variation, ontologies and pathways
MR Dwinell, EA Worthey, M Shimoyama, B Bakir-Gungor, J DePons, ...
Nucleic acids research 37 (suppl_1), D744-D749, 2009
932009
A new methodology to associate SNPs with human diseases according to their pathway related context
B Bakir-Gungor, OU Sezerman
PloS one 6 (10), e26277, 2011
792011
Evaluation of classification algorithms, linear discriminant analysis and a new hybrid feature selection methodology for the diagnosis of coronary artery disease
B Kolukisa, H Hacilar, G Goy, M Kus, B Bakir-Gungor, A Aral, VC Gungor
2018 ieee international conference on big data (big data), 2232-2238, 2018
582018
Statistical and machine learning techniques in human microbiome studies: contemporary challenges and solutions
I Moreno-Indias, L Lahti, M Nedyalkova, I Elbere, G Roshchupkin, ...
Frontiers in microbiology 12, 635781, 2021
572021
Application of biological domain knowledge based feature selection on gene expression data
M Yousef, A Kumar, B Bakir-Gungor
Entropy 23 (1), 2, 2020
542020
HomSI: a homozygous stretch identifier from next-generation sequencing data
Z Görmez, B Bakir-Gungor, MŞ Sağıroğlu
Bioinformatics 30 (3), 445-447, 2014
542014
Identification of possible pathogenic pathways in Behcet’s disease using genome-wide association study data from two different populations
B Bakir-Gungor, EF Remmers, A Meguro, N Mizuki, DL Kastner, A Gul, ...
European Journal of Human Genetics 23 (5), 678-687, 2015
382015
PANOGA: a web server for identification of SNP-targeted pathways from genome-wide association study data
B Bakir-Gungor, E Egemen, OU Sezerman
Bioinformatics 30 (9), 1287-1289, 2014
342014
Diagnosis of coronary heart disease via classification algorithms and a new feature selection methodology
B Kolukısa, H Hacılar, M Kuş, B Bakır-Güngör, A Aral, VÇ Güngör
International Journal of Data Mining Science 1 (1), 8-15, 2019
322019
Recursive cluster elimination based rank function (SVM-RCE-R) implemented in KNIME
M Yousef, B Bakir-Gungor, A Jabeer, G Goy, R Qureshi, LC Showe
F1000Research 9, 2020
262020
miRcorrNet: machine learning-based integration of miRNA and mRNA expression profiles, combined with feature grouping and ranking
M Yousef, G Goy, R Mitra, CM Eischen, A Jabeer, B Bakir-Gungor
PeerJ 9, e11458, 2021
242021
Machine learning analysis of inflammatory bowel disease-associated metagenomics dataset
H Hacılar, OU Nalbantoğlu, B Bakir-Güngör
2018 3rd international conference on computer science and engineering (UBMK …, 2018
232018
The Identification of Pathway Markers in Intracranial Aneurysm Using Genome-Wide Association Data from Two Different Populations
B Bakir-Gungor, OU Sezerman
PLOS ONE 8 (3), e57022, 2013
232013
Ensemble feature selection and classification methods for machine learning-based coronary artery disease diagnosis
B Kolukisa, B Bakir-Gungor
Computer Standards & Interfaces 84, 103706, 2023
212023
Inflammatory bowel disease biomarkers of human gut microbiota selected via different feature selection methods
B Bakir-Gungor, H Hacılar, A Jabeer, OU Nalbantoglu, O Aran, M Yousef
PeerJ 10, e13205, 2022
212022
miRModuleNet: detecting miRNA-mRNA regulatory modules
M Yousef, G Goy, B Bakir-Gungor
Frontiers in Genetics 13, 767455, 2022
202022
Identifying SNP targeted pathways in partial epilepsies with genome-wide association study data
B Bakir-Gungor, B Baykan, SU İseri, FN Tuncer, OU Sezerman
Epilepsy research 105 (1-2), 92-102, 2013
192013
Blockchain for genomics and healthcare: a literature review, current status, classification and open issues
BA Dedeturk, A Soran, B Bakir-Gungor
PeerJ 9, e12130, 2021
182021
Discovering potential taxonomic biomarkers of type 2 diabetes from human gut microbiota via different feature selection methods
B Bakir-Gungor, O Bulut, A Jabeer, OU Nalbantoglu, M Yousef
Frontiers in microbiology 12, 628426, 2021
182021
Coronary artery disease diagnosis using optimized adaptive ensemble machine learning algorithm
B Kolukisa, L Yavuz, A Soran, B Bakir-Gungor, D Tuncer, A Onen, ...
International Journal of Bioscience, Biochemistry and Bioinformatics 10 (1 …, 2020
182020
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Articles 1–20