C. Colak

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Aliases
C Çolak, Cemil Colak, Cemil Çolak, C. Colak, C. Çolak, Cemile Duygu Çolak, C Colak
Publication record
242 papers · 3,543 citations · H-index 31

PAPERS

Predicting Duodenal Cancer Risk in Patients with Familial Adenomatous Polyposis Using Machine Learning Model
20233 citationsauthor #3
Nephrotoxicity Development of a Clinical Decision Support System Based on Tree-Based Machine Learning Methods to Detect Diagnostic Biomarkers from Genomic Data in Methotrexate-Induced Rats
20233 citationsauthor #2
Angiotensin II type 2 receptor agonist treatment of doxorubicin induced heart failure
20234 citationsauthor #6
Estimation of Obesity Levels with a Trained Neural Network Approach optimized by the Bayesian Technique
202325 citationsauthor #5
Effect of COVID-19 Pandemic on Patients Who Have Undergone Liver Transplantation: Retrospective Cohort Study
202311 citationsauthor #14
Evaluation of the Turkish Population’s Perspective on COVID-19 Vaccine Hesitancy and Routine Childhood Vaccine Applications: National Survey Study
202314 citationsauthor #5
Explainable artificial intelligence model for identifying COVID-19 gene biomarkers
202375 citationsauthor #5
Prediction of Polygenic Risk Score by Machine Learning and Deep Learning Methods in Genome-wide Association Studies
20232 citationsauthor #3
Effects of intracerebroventricular MOTS-c infusion on thyroid hormones and uncoupling proteins
20233 citationsauthor #6
Value of fecal calprotectin in prediction of acute appendicitis based on a proposed model of machine learning
20236 citationsauthor #3
Prediction of Perforated and Nonperforated Acute Appendicitis Using Machine Learning-Based Explainable Artificial Intelligence
202332 citationsauthor #5
Effect of ursodeoxycholic acid on liver regeneration capacity after living donor hepatectomy: a prospective, randomized, double-blind clinical trial.
20230 citationsauthor #7
Evaluation of Performance Metrics in Heart Disease by Machine Learning Techniques
20231 citationsauthor #2
Effect of the COVID-19 Pandemic on the Psychological Health of Patients Who Underwent Liver Transplantation Due to Hepatocellular Carcinoma
20232 citationsauthor #11
Histopathological Evaluation of Gallbladder Specimens Obtained From Living Liver Donors.
20233 citationsauthor #9
A Fecal-Microbial-Extracellular-Vesicles-Based Metabolomics Machine Learning Framework and Biomarker Discovery for Predicting Colorectal Cancer Patients
202326 citationsauthor #3
Modeling Based on Ensemble Learning Methods for Detection of Diagnostic Biomarkers from LncRNA Data in Rats Treated with Cis-Platinum-Induced Hepatotoxicity
20234 citationsauthor #2
Evaluation of Nurses’ Vaccine Hesitancy, Psychological Resilience, and Anxiety Levels During COVID-19 Pandemic
20232 citationsauthor #9
Does the high sulfur content in apricots affect oxidative stress? Running title: Effect of sulfur amount on oxidative stress
20222 citationsauthor #5
Prediction of Breast Cancer Distant Metastasis by Artificial Intelligence Methods from an Epidemiological Perspective
20225 citationsauthor #3
Evaluation of Intestinal Parasites and Risk Factors in Patients Applying to Outpatient Clinics with Digestive System Complaints in Ordu province
20221 citationsauthor #6
Machine Learning-based Prediction of HBV-related Hepatocellular Carcinoma and Detection of Key Candidate Biomarkers
20223 citationsauthor #3
The relationship between anthropometric measurements and modified mallampati test in patients with chronic obstructive pulmonary disease
20220 citationsauthor #7
Evaluation of Vaccine Hesitancy and Anxiety Levels among Hospital Cleaning Staff and Caregivers during COVID-19 Pandemic
20229 citationsauthor #8
THE RELATIONSHIP BETWEEN H. PYLORI AND DIETARY HABITS IN OBESE FEMALE PATIENTS
20220 citationsauthor #8
Artificial Intelligence Based Video Processing Methods for Predicting COVID-19: Observational Study
20220 citationsauthor #3
Development of a Python-Based Classification Web Interface for Independent Datasets
20222 citationsauthor #4
Comparison of Performance of Deep Survival and Cox Proportional Hazard Models: an Application on the Lung Cancer Dataset
20221 citationsauthor #4
Nutritional evaluation of non-traumatic patients admitted to the hospital from Emergency Department.
20220 citationsauthor #8
Alpha Lipoic Acid Decreases Neuronal Damage on Brain Tissue of STZ-Induced Diabetic Rats.
202219 citationsauthor #6
Prediction of Epidemic Disease Severity and the Relative Importances of the Factors for Epidemic Disease Using the Machine Learning Methods
20221 citationsauthor #3
Evaluation of Vaccine Hesitancy, Anti-Vaccination, and Anxiety Levels for Medical Secretaries During COVID-19 Pandemic
20222 citationsauthor #9
The Relationship between Helicobacter pylori and Intestinal Parasites in Patients with Peptic Ulcer
20222 citationsauthor #3
MACHINE LEARNING-BASED CLASSIFICATION OF HBV AND HCV-RELATED HEPATOCELLULAR CARCINOMA USING GENOMIC BIOMARKERS
20220 citationsauthor #3
Estimation of risk factors related to heart diseases with multilayer perceptron model
20224 citationsauthor #3
TwoClsBalancer: An Interactive Web Application for Handling the Class Imbalance Problem Based on Machine Learning
20220 citationsauthor #2
Assessment of Association Rule Mining Using Interest Measures on the Gene Data
20223 citationsauthor #7
Classification of Breast Cancer on the Strength of Potential Risk Factors with Boosting Models: A Public Health Informatics Application
202215 citationsauthor #3
An investigation of ensemble learning methods in classification problems and an application on non-small-cell lung cancer data
20222 citationsauthor #2
Development of Artificial Intelligence Based Clinical Decision Support System on Medical Images for the Classification of COVID-19
20220 citationsauthor #1
Prevalence of Cyclospora cayetanensis and Cryptosporidium spp. children according to some variables
20212 citationsauthor #3
Comparison of Performances of Associative Classification Methods for Cervical Cancer Prediction: Observational Study
202111 citationsauthor #4
Epidemiology of Intestinal Parasites in Pediatric Patients: Example of Ordu Province
20211 citationsauthor #4
Prediction of Renal Cell Carcinoma Based on Ensemble Learning Methods
20214 citationsauthor #2
Knowledge and Awareness of Physicians About Rational Antibiotic Use and Antimicrobial Resistance Before and After Graduation: A Cross-Sectional Study Conducted in Malatya Province in Turkey
202111 citationsauthor #2
A Computer-Assisted Diagnosis Tool for Classifying COVID-19 based on Chest X-Ray Images
20214 citationsauthor #4
Protective effects of naringin on valproic acid-induced hepatotoxicity in rats.
202128 citationsauthor #6
Detection of Different Tissue Types of Colorectal Cancer Based on Histological Images Using Deep Learning Approach
20210 citationsauthor #4
ON BINOMIAL SUMS WITH THE TERMS OF SEQUENCES {g_kn} AND {h_kn}
20210 citationsauthor #3
Transfer Learning-Based Classification of Breast Cancer using Ultrasound Images
202113 citationsauthor #4
Automated classification of brain tumors by deep learning-based models on magnetic resonance images using a developed web-based interface
20210 citationsauthor #4
Effects of Home-Based Aerobic Exercise Training on Glycemic Control and Lipid Profiles in Patients with Prediabetes and Type 2 Diabetes: A Randomized Controlled Study
20210 citationsauthor #5
An investigation into the factors predicting acute appendicitis and perforated appendicitis.
202134 citationsauthor #8
Can Temperament and Character Traits Be Used in the Diagnostic Differentiation of Children With ADHD?
20212 citationsauthor #5
Interactive web-based software for evaluating diagnostic tests and roc curve analyses in health sciences
20215 citationsauthor #4
AN INTERACTIVE WEB-BASED SOFTWARE FOR EPIDEMIOLOGICAL RESEARCH DESIGNS
20212 citationsauthor #3
Assessment of COVID-19-Related Genes Through Associative Classification Techniques
20212 citationsauthor #3
Polychlorinated biphenyls and organochlorine pesticides in breast milk samples and their correlation with dietary and reproductive factors in lactating mothers in Istanbul
202113 citationsauthor #7
The effects of sedation with propofol and propofol-ketamin combination on postoperative cognitive function in elderly patients undergoing spinal anesthesia
20210 citationsauthor #5
Prediction of Postcoronary Artery Bypass Grafting Atrial Fibrillation: POAFRiskScore Tool
20217 citationsauthor #4
Classification of healthy controls and Covid-19 cases established on transcriptomic analysis using proposed ensemble model
20210 citationsauthor #3
Effects of scapular stabilization exercises in patients of chronic neck pain with scapular dyskinesis: A quasi-experimental study
202113 citationsauthor #6
A WEB-BASED SOFTWARE FOR THE CALCULATION OF THEORETICAL PROBABILITY DISTRIBUTIONS
202110 citationsauthor #3
Prevalence and predictors of psychological response during immediate COVID‐19 pandemic
202115 citationsauthor #5
SAMPLE SIZE EFFECT ON CLASSIFICATION PERFORMANCE OF MACHINE LEARNING MODELS: AN APPLICATION OF CORONARY ARTERY DISEASE
20200 citationsauthor #3
A Developed Interactive Web Application for Statistical Analysis: Statistical Analysis Software
202019 citationsauthor #3
A NOVEL INTERPRETABLE WEB-BASED TOOL ON THE ASSOCIATIVE CLASSIFICATION METHODS: AN APPLICATION ON BREAST CANCER DATASET
20203 citationsauthor #4
Some applications on q-analog of the generalized hyperharmonic numbers of order r, Hr n(α)
20202 citationsauthor #3
Role of Adenosine Deaminase in Patients with Erythematotelangiectatic Rosacea and Demodex folliculorum Positivity
20200 citationsauthor #4
Investigation of Turkish dentists' clinical attitudes and behaviors towards the COVID-19 pandemic: a survey study.
2020122 citationsauthor #3
Comparison of patients’ diagnoses in a dermatology outpatient clinic during the COVID‐19 pandemic period and pre‐pandemic period
202025 citationsauthor #6
Evaluation of the effects of COVID‐19 pandemic on hair diseases through a web‐based questionnaire
202061 citationsauthor #4
The role of physical activity on mental health and quality of life during COVID-19 outbreak: A cross-sectional study
202041 citationsauthor #7
Classification of Breast Cancer and Determination of Related Factors with Deep Learning Approach
20200 citationsauthor #3
The Protective Effects of Compound 21 and Valsartan in Isoproterenol-Induced Myocardial Injury in Rats
202014 citationsauthor #7
Prevalence and predictors of psychological response during immediate covid-19 pandemia
20200 citationsauthor #5
A web-based software developed for permutation tests and an application in medicine
20200 citationsauthor #4
Response to: The effect of placement of a support under the shoulders on laryngeal visualization with a C‐MAC Miller Video Laryngoscope in children younger than 2 years of age
20200 citationsauthor #4
A Web-Based Software Developed for Bayesian Tests and an Application in Medicine
20200 citationsauthor #4
Prediction of breast cancer subtypes based on proteomic data with deep learning
20201 citationsauthor #2
EVALUATION OF ASSOCIATION RULES BASED ON CERTAINTY FACTOR: AN APPLICATION ON DIABETES DATA SET
20200 citationsauthor #3
Performance Evaluation of Different Artificial Neural Network Models in the Classification of Type 2 Diabetes Mellitus
20206 citationsauthor #4
Open Source Web Based Software on Random Assignment Methods and Usage: Random Assignment Software
20192 citationsauthor #3
A Web-Based Application for Identifying Objects In Images: Object Recognition Software
20194 citationsauthor #4
Breast cancer classification using a constructed convolutional neural network on the basis of the histopathological images by an interactive web-based interface
201911 citationsauthor #3
A comparison of laryngeal mask airway-supreme and endotracheal tube use with respect to airway protection in patients undergoing septoplasty: a randomized, single-blind, controlled clinical trial
20199 citationsauthor #4
Prediction of Melanoma from Dermoscopic Images Using Deep Learning-Based Artificial Intelligence Techniques
20195 citationsauthor #3
Performance Comparison of Some Imputation Methods Used in Missing Value(s) Analysis: A Simulation Study
20192 citationsauthor #4
The effect of placement of a support under the shoulders on laryngeal visualization with a C‐MAC Miller Video Laryngoscope in children younger than 2 years of age
201911 citationsauthor #4
Determination of Trichomonas vaginalis Positivity and Risk Factors in Patients with Urogenital Complaints
20192 citationsauthor #7
Comparison of hemodynamic responses and QTc intervals to tracheal intubation with the McGRATH MAC videolaryngoscope and the Macintosh direct laryngoscope in elderly patients
201910 citationsauthor #6
An Open Sourced Software for Data Transformation and an Application on Simulated Data
20191 citationsauthor #3
Open Source Web Based Software for Random Assignment/Allocation Methods in Data Processing
201911 citationsauthor #3
Is there a new pathway relationship between melatonin and FEZ1 in experimental rat model of Alzheimer's disease?
201910 citationsauthor #3
Open-Source Web-Based Software for Performing Permutation Tests
20190 citationsauthor #3
The risk factors of portal vein thrombosis in patients with liver cirrhosis.
20199 citationsauthor #8
Classification of brain tumor types by deep learning with convolutional neural network on magnetic resonance images using a developed web-based interface
201932 citationsauthor #3
An Intelligent System for the Classification of Lung Cancer Based on Deep Learning Strategy
20198 citationsauthor #3
Knowledge levels and awareness about rational antibiotic use and antimicrobial resistance before and after graduation: A cross-sectional study conducted in Malatya province, Turkey
20191 citationsauthor #2
Comparison of videolaryngoscope-guided versus standard digital insertion techniques of the ProSeal™ laryngeal mask airway: a prospective randomized study
201914 citationsauthor #5

TIMELINE

2003 9 citations

2006 205 citations

2007 158 citations

2008 189 citations

2009 80 citations

2010 42 citations

2011 187 citations

2012 77 citations

2013 341 citations

2014 141 citations

2015 168 citations

2016 230 citations

2017 588 citations

2018 180 citations

2019 181 citations

2020 294 citations

2021 177 citations

2022 71 citations

2023 216 citations

Unknown 15 citations

C. Colak

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