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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
952009
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
802011
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
762021
Application of biological domain knowledge based feature selection on gene expression data
M Yousef, A Kumar, B Bakir-Gungor
Entropy 23 (1), 2, 2020
712020
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
592018
HomSI: a homozygous stretch identifier from next-generation sequencing data
Z Görmez, B Bakir-Gungor, MŞ Sağıroğlu
Bioinformatics 30 (3), 445-447, 2014
582014
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
482023
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
392015
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
362019
Review of feature selection approaches based on grouping of features
C Kuzudisli, B Bakir-Gungor, N Bulut, B Qaqish, M Yousef
PeerJ 11, e15666, 2023
352023
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
342022
miRModuleNet: detecting miRNA-mRNA regulatory modules
M Yousef, G Goy, B Bakir-Gungor
Frontiers in Genetics 13, 767455, 2022
342022
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
342021
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
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, 1255, 2021
322021
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
302018
PriPath: Identifying Affected Pathways from Differential Gene Expression via Grouping, Scoring and Modeling with an Embedded Machine Learning Approach
M Yousef, F Ozdemir, A Jaber, J Allmer, B Bakir-Gungor
BMC Bioinformatics 24 (1), 1-24, 2023
29*2023
Prediction of linear cationic antimicrobial peptides active against gram-negative and gram-positive bacteria based on machine learning models
ÜG Söylemez, M Yousef, Z Kesmen, ME Büyükkiraz, B Bakir-Gungor
Applied Sciences 12 (7), 3631, 2022
272022
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
262021
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
252021
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