Selected Publications

More Publications

. Deep Learning-Based Imbalanced Data Classification for Drug Discovery. J. Chem. Inf. Model. 60, 9, 4180–4190, 2020.

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. Investigation of Protein Quaternary Structure via Stoichiometry and Symmetry Information. PLoS ONE 13(6): e0197176, 2018.

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. MVN: An R Package for Assessing Multivariate Normality. The R Journal 6.2 (2014): 151-162, 2014.

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. Drug/nondrug classification using Support Vector Machines with various feature selection strategies. Computer Methods and Programs in Biomedicine, 117(2), 51-60, 2014.


Recent & Upcoming Talks

Çocuk Nefroloji Derneği Biyoistatistik Eğitimi
Apr 14, 2018 9:00 AM


Biological Variation Tool

This tool provided a pipeline for biological variation analysis of analytes.

Quaternary Structure Evaluation Tool

This web tool is developed for evaluation of quaternary structures of protein structures in the Protein Data Bank.

geneSurv: An interactive tool for survival analysis in genomics research

geneSurv provides a wide range of survival analysis methods for genomic research, especially in cancer studies.

MLViS: machine learning-based virtual screening tool

We developed a new tool, which can classify molecules as drug-like and nondrug-like based on various machine learning methods, including discriminant, tree-based, kernel-based, ensemble and other algorithms.

easyROC: a web-tool for ROC curve analysis

easyROC creates ROC curves, calculates area under the curve (AUC) values and confidence intervals for the AUC values, and performs multiple comparisons for ROC curves in a user-friendly, up-to-date and comprehensive way.

voomDDA: Discovery of Diagnostic Biomarkers and Classification of RNA-Seq Data

voomDDA is a decision support tool developed for RNA-Sequencing datasets to assist researchers in their decisions for diagnostic biomarker discovery and classification problem.

DDNAA: Decision support system for differential diagnosis of nontraumatic acute abdomen

We combine the information from leukocyte count along with D-dimer level to increase the diagnostic accuracy of nontraumatic acute abdomen.

MVN: a web-tool for assessing multivariate normality

We present a web-tool application to assess multivariate normality. This application uses the MVN package from R.


2017-2018 Spring Semester Courses:

  • Biostatistics: Faculty of Medicine
  • BIS708: Statistical Package Programs, Department of Biostatistics
  • ECZ112: Biostatistics, Faculty of Pharmacy
  • BYS101: Biostatistics, Faculty of Dentistry