Publications & Works

Publication Network

Published journal articles indexed by SCI, SSCI, and AHCI

Prediction of Postcoronary Artery Bypass Grafting Atrial Fibrillation: POAFRiskScore Tool.

Arslan A. K., Erdil N., Guldogan E., Colak C., Akca B., Colak M. C.
The Thoracic and cardiovascular surgeon , vol.71, no.04, pp.282-290, 2023 (SCI-Expanded) identifier identifier

Effect of the COVID-19 pandemic on patients with presumed diagnosis of acute appendicitis.

Akbulut A. S., Tuncer A., Öğüt Z., Şahin T. T., Koç C., Güldoğan E., et al.
WORLD JOURNAL OF CLINICAL CASES , vol.10, no.29, pp.10487-10500, 2022 (SCI-Expanded) Sustainable Development

ARTIFICIAL INTELLIGENCE-ASSISTED PREDICTION OF COVID-19 STATUS BASED ON THORAX CT SCANS USING A PROPOSED META-LEARNING STRATEGY

GÜLDOĞAN E., Yilderim I. O., Sevgi S., ÇOLAK C.
ACTA MEDICA MEDITERRANEA , vol.38, no.3, pp.1515-1521, 2022 (SCI-Expanded) Sustainable Development identifier

PREDICTION OF COVID-19 SEVERITY IN SARS-COV-2 RNA-POSITIVE PATIENTS BY DIFFERENT ENSEMBLE LEARNING STRATEGIES

GÖZÜKARA BAĞ H. G., Kivrak M., GÜLDOĞAN E., ÇOLAK C.
ACTA MEDICA MEDITERRANEA , vol.38, no.2, pp.1085-1091, 2022 (SCI-Expanded) identifier

Multi-parameter-based radiological diagnosis of Chiari Malformation using Machine Learning Technology

Tetik B., Dogan G. M., PAŞAHAN R., DURAK M. A., GÜLDOĞAN E., SARAÇ K., et al.
INTERNATIONAL JOURNAL OF CLINICAL PRACTICE , vol.75, no.11, 2021 (SCI-Expanded) Sustainable Development identifier identifier

Prediction of death status on the course of treatment in SARS-COV-2 patients with deep learning and machine learning methods

Kivrak M., GÜLDOĞAN E., ÇOLAK C.
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE , vol.201, 2021 (SCI-Expanded) Sustainable Development identifier identifier identifier

The role of physical activity on mental health and quality of life during COVID-19 outbreak: A cross-sectional study

Ozdemir F., Cansel N., Kizilay F., Guldogan E., Ucuz İ., Sinanoglu B., et al.
EUROPEAN JOURNAL OF INTEGRATIVE MEDICINE , vol.40, 2020 (SCI-Expanded) Sustainable Development identifier identifier identifier

An intelligent system for the classification of postoperative pleural effusion between 4 and 30 days using medical knowledge discovery.

GÜLDOĞAN E., ARSLAN A. K., ÇOLAK M. C., ÇOLAK C., ERDİL N.
BIOMEDICAL RESEARCH-INDIA , vol.28, no.4, pp.1553-1556, 2017 (SCI-Expanded) identifier identifier

Articles Published in Other Journals

Development of Artificial Intelligence Based Clinical Decision Support System on Medical Images for the Classification of COVID-19

ÇOLAK C., ASLAN A. K., UCUZAL H., KÖSE A., YILDIRIM İ. O., GÜLDOĞAN E., et al.
IMJ : INTERNATIONAL MEDICAL JOURNAL , vol.5, no.1, pp.20-23, 2023 (Scopus) Creative Commons License Sustainable Development

A Retrospective Evaluation of Serological Results of Cystic Echinococcosis Suspected Cases Admitted to Adıyaman Training and Research Hospital Between 2013-2020

ÇELİK T., ALEV C., AKGÜN S., GÜLDOĞAN E., ŞAHİN F.
TÜRKIYE PARAZITOLOJII DERGISI / TÜRKIYE PARAZITOLOJI DERNEGI = ACTA PARASITOLOGICA TURCICA / TURKISH SOCIETY FOR PARASITOLOGY , vol.46, no.2, pp.140-144, 2022 (Scopus) identifier identifier

Investigation of Usability Of Artificial Intelligence Semantic Video Processing Methods in Medicine

KÜÇÜKAKÇALI Z., UCUZAL H., GÜLDOĞAN E.
Medical records-international medical journal (Online) , vol.4, no.3, pp.297-303, 2022 (Peer-Reviewed Journal) identifier

Artificial Intelligence Based Video Processing Methods for Predicting COVID-19: Observational Study

YAĞIN B., GÜLDOĞAN E., ÇOLAK C.
Türkiye Klinikleri Biyoistatistik Dergisi , vol.14, no.1, pp.22-31, 2022 (Peer-Reviewed Journal) Sustainable Development identifier

The Effect of Sociodemographic Variables, Body Image and Self-Esteem on Undergoing Minimally Invasive Cosmetic Procedures in Turkish Women: Cross-Sectional Research

CANSEL N., GÜLDOĞAN E., ALTUNIŞIK N.
TURKIYE KLINIKLERI DERMATOLOJI , vol.31, no.3, pp.207-216, 2021 (Scopus) Sustainable Development identifier

Can melatonin correct the negative effect of experimental diabetes created during the maternal period on fetal rat development and puppies cognitive functions?

EVREN B., TULAY KÖZ S., ÖZKAN Y., GÜLDOĞAN E.
Annals of Medical Research , vol.28, no.11, pp.2080-2089, 2021 (Peer-Reviewed Journal) Sustainable Development identifier

A Computer-Assisted Diagnosis Tool for Classifying COVID-19 based on Chest X-Ray Images

Yağın F. H., Güldoğan E., Ucuzal H., Çolak C.
KONURALP TIP DERGISI , vol.13, no.1, pp.438-441, 2021 (ESCI) Sustainable Development identifier

Detection of Different Tissue Types of Colorectal Cancer Based on Histological Images Using Deep Learning Approach

GÜLDOĞAN E., KÜÇÜKAKÇALI Z., UCUZAL H., ÇOLAK C.
Turkiye Klinikleri Journal of Biostatistics , vol.13, no.2, pp.147-159, 2021 (Peer-Reviewed Journal) Sustainable Development identifier

Management of Stabil Vertebra Fractures in Patients Underwent Liver Transplantation

PAŞAHAN R., TETİK B., GÜLDOĞAN E., BAŞKIRAN A., YILMAZ S.
Middle Black Sea Journal of Health Science , vol.7, no.2, pp.186-197, 2021 (Peer-Reviewed Journal)

Non-traumatic non-aneurysmal subarachnoid haemorrhage: Single institutional experience

PAŞAHAN R., TETİK B., GÜLDOĞAN E., DURAK M. A., YILDIRIM İ. O.
Annals of Medical Research , vol.28, no.7, pp.1411-1416, 2021 (Peer-Reviewed Journal) identifier

Clinical and radiological outcomes of patients on whom posterior C1-C2 stabilization is applied in C2 odontoid fractures

PAŞAHAN R., GÜLDOĞAN E.
Medicine Science | International Medical Journal , vol.10, no.2, pp.592-595, 2021 (Peer-Reviewed Journal)

Classification of chronic kidney failure by applying different tree-based methods on a medical data set

GÜLDOĞAN E., KUCUKAKCALI Z.
Medicine Science | International Medical Journal , vol.10, no.2, pp.600-694, 2021 (Peer-Reviewed Journal)

A Proposed Ensemble Model for The Prediction of Coronavirus Anxiety Scale of Migrant Workers

GÜLDOĞAN E.
Balkan Journal of Electrical and Computer Engineering , vol.9, no.2, pp.187-190, 2021 (Peer-Reviewed Journal) Sustainable Development identifier

Transfer Learning-Based Classification of Breast Cancer using Ultrasound Images

GÜLDOĞAN E., UCUZAL H., KUCUKAKCALI Z., ÇOLAK C.
Middle Black Sea Journal of Health Science , vol.7, no.1, pp.74-80, 2021 (Peer-Reviewed Journal) Sustainable Development

Periferik Sinir Yaralanmaları Ve Cerrahi Sonuçları

PAŞAHAN R., GÖLÇEK C., GÜLDOĞAN E.
İnönü Üniversitesi Sağlık Hizmetleri Meslek Yüksek Okulu Dergisi , vol.9, no.1, pp.71-77, 2021 (Peer-Reviewed Journal) identifier

A WEB-BASED SOFTWARE FOR THE CALCULATION OF THEORETICAL PROBABILITY DISTRIBUTIONS

YAĞIN F. H., GÜLDOĞAN E., ÇOLAK C.
The Journal of Cognitive Systems , vol.6, no.1, pp.45-50, 2020 (Peer-Reviewed Journal)

Performance Evaluation of Different Artificial Neural Network Models in the Classification of Type 2 Diabetes Mellitus

GÜLDOĞAN E., TUNÇ Z., ACET A., ÇOLAK C.
The Journal of Cognitive Systems , vol.5, no.1, pp.23-32, 2020 (Peer-Reviewed Journal) Sustainable Development

A web-based software developed for permutation tests and an application in medicine

KÜÇÜKAKÇALI Z., YAŞAR Ş., GÜLDOĞAN E., ÇOLAK C.
Middle Black Sea Journal of Health Science , pp.206-210, 2020 (Peer-Reviewed Journal)

Clinical Outcomes of Patients Undergoing Kyphoplasty due to Vertebral Compression Fracture: A Retrospective Examination of 52 Patients

PAŞAHAN R., GÜLDOĞAN E.
Middle Black Sea Journal of Health Science , vol.6, no.2, pp.183-189, 2020 (Peer-Reviewed Journal)

Performance Evaluation of the Different Artificial Neural Network Models in the Classification of Type 2 Diabetes Mellitus

GÜLDOĞAN E., KÜÇÜKAKÇALI Z., ayça a., ÇOLAK C.
The journal of cognitive systems , 2020 (Peer-Reviewed Journal) Sustainable Development

COMPARISON OF DIFFERENT DECISION TREE MODELS INCLASSIFICATION OF ANGINA PECTORIS DISEASE

BALIKÇI ÇİÇEK İ., KÜÇÜKAKÇALI Z., GÜLDOĞAN E.
the journal of cognitive systems , 2020 (Peer-Reviewed Journal)

The comparison of effects of thiopental and ketofol on emergence agitation in patients with nasal surgery: A prospective, single-blind, randomized clinical trial

KARAASLAN E., GÜLDOĞAN E.
Annals of Medical Research , vol.27, no.1, pp.52-57, 2020 (Peer-Reviewed Journal)

ASSESSMENT OF ASSOCIATIVE CLASSIFICATION APPROACH FOR PREDICTING MORTALITY BY HEART FAILURE

KÜÇÜKAKÇALI Z., BALIKÇI ÇİÇEK İ., GÜLDOĞAN E., ÇOLAK C.
The Journal of Cognitive Systems , 2020 (Peer-Reviewed Journal)

Classification of Breast Cancer and Determination of Related Factors with Deep Learning Approach

GÜLDOĞAN E., KÜÇÜKAKÇALI Z., ÇOLAK C.
the journal of cognitive systems , 2020 (Peer-Reviewed Journal) Sustainable Development

İşgücüne Katılma Durumunu Etkileyen Faktörlerin Kategorik Regresyon İle Çözümlenmesi

SAKLIYAN S., KIVRAK M., GÜLDOĞAN E., ARSLAN A. K., ÇOLAK C.
Akademik Yaklaşımlar Dergisi , vol.11, no.1, pp.35-45, 2020 (Peer-Reviewed Journal) Sustainable Development

PERFORMANCE EVALUATION OF THE DEEP LEARNING MODELS IN THE CLASSIFICATION OF HEART ATTACK AND DETERMINATION OF RELATED FACTORS

KÜÇÜKAKÇALI Z., BALIKÇI ÇİÇEK İ., GÜLDOĞAN E.
The Journal of Cognitive Systems , 2020 (Peer-Reviewed Journal)

Performance Comparison of Some Imputation Methods Used in Missing Value(s) Analysis: A Simulation Study

ARSLAN A. K., TUNÇ Z., GÜLDOĞAN E., ÇOLAK C.
Turkiye Klinikleri Journal of Biostatistics , vol.11, no.1, pp.15-23, 2019 (Peer-Reviewed Journal)

Çeşitli Çekirdek Fonksiyonları ile Oluşturulan Destek Vektör Makinesi Modellerinin Performanslarının İncelenmesi: Bir Klinik Uygulama

GÜLDOĞAN E., ARSLAN A. K., YAĞMUR J.
Fırat Tıp Dergisi , vol.22, no.3, pp.136-142, 2017 (Peer-Reviewed Journal)

Myocardial Infarction Classification with Support Vector Machine Models

GÜLDOĞAN E., YAĞMUR J., YOLOĞLU S., ASYALI M. H., ÇOLAK C.
Annals of Medical Research , vol.22, no.2, pp.221-224, 2015 (Peer-Reviewed Journal)

Development of web-based software for acute coronary syndrome and a medical data mining application

GÜLDOĞAN E., YAĞMUR J.
Journal of Turgut Ozal Medical Center , vol.24, no.3, pp.319, 2015 (Peer-Reviewed Journal)

Refereed Congress / Symposium Publications in Proceedings

The Effects of Different Doses of Dexmedetomidine on Wound Healing

KARAASLAN E., ÖZKAN A. S., AKBAŞ S., TÜRKÖZ Y., YILDIZ A., ÜREMİŞ N., et al.
Türk Anesteziyoloji ve Reanimasyon Derneği 55.Ululsal Kongresi, Antalya, Turkey, 28 October 2021

Transfer Learning-Based Predıctıon of Covid-19 Status Through The Medical Images Extracted From Ultrasound Vıdeos

GÜLDOĞAN E.
4TH INTERNATIONAL CONFERENCE ON COVID-19 STUDIES, Turkey, 17 - 19 April 2021 Sustainable Development

Is there relationship between serum lgf-1 and thyroid nodule thyroid or ovarian volume in polycystic ovarian syndrome

TOPALOĞLU Ö., EVREN B., UZUN M., YOLOĞLU S., GÜLDOĞAN E., ŞAHİN İ.
22nd European Congress of Endocrinology, United Kingdom, 5 - 09 September 2020, vol.70, pp.555

ARM: An Interactive Web Software for Association Rules Mining and an Application in Medicine

PERÇİN İ., YAĞIN F. H., GÜLDOĞAN E., YOLOĞLU S.
2019 International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Turkey, 21 - 22 September 2019

Prediction of Melanoma from Dermoscopic Images Using Deep Learning-Based Artificial Intelligence Techniques

Kaplan A., GÜLDOĞAN E., ÇOLAK C., ARSLAN A.
International Conference on Artificial Intelligence and Data Processing (IDAP), Malatya, Turkey, 21 - 22 September 2019 identifier identifier

Performance Comparison of Some Imputation Methods Used in Missing Value(s) Analysis: A Simulation Study

ARSLAN A. K., TUNÇ Z., GÜLDOĞAN E., ÇOLAK C.
ISDC2018, 3 - 07 October 2018

KDAY: Kayıp Değer Analizinde Kullanılan Çeşitli Tekniklerin Performansını Karşılaştıran Web Tabanlı Bir Yazılım

ARSLAN A. K., GÜLDOĞAN E., ÇOLAK C.
XVIII. Uluslararası Ekonometri, Yöneylem Araştırması ve İstatistik Sempozyumu, 5 - 07 October 2017

Makine Öğrenmesi Yaklaşımlarından Aşırı Öğrenme Makinesinin Sınıflandırma Performansının Değerlendirilmesi Bir Simülasyon Çalışması

ARSLAN A. K., GÜLDOĞAN E., ÇOLAK C.
I. International Biostatistics Congress, Turkey, 26 - 29 October 2016 Sustainable Development

An Intelligent System for the Classification of Postoperative Pleural Effusion between 4 and 30 days using Medical Knowledge Discovery

GÜLDOĞAN E., ARSLAN A. K., ÇOLAK M. C., ÇOLAK C., ERDİL N.
I. International Biostatistics Congress, Turkey, 26 - 29 October 2016

Robust Regresyon Tahmin Yöntemleri İle En Küçük Kareler Regresyonunun Karşılaştırılması Ve Uygulaması

İNCEOĞLU F., KILIÇ T., GÜLDOĞAN E., ÇOLAK C., YOLOĞLU S.
XVI. Ulusal Biyoistatistik Kongresi, Antalya, Turkey, 10 - 12 September 2014

Destek Vektör Makinesi Modelleri ile Miyokard İnfarktüsün Sınıflandırılması

GÜLDOĞAN E., AKAYCAN J., YOLOĞLU S., ASYALI M. H., ÇOLAK C.
XIV. Ulusal Biyoistatistik Kongresi, Kayseri, Turkey, 4 - 07 September 2012

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