Doç. Dr. EMEK GÜLDOĞAN

Yayın Ağı

Makaleler 50

1. Effects of WhatsApp reminder-supported mental contrasting with implementation intentions on university students’ self-efficacy in sport training

AYGÜN Y., Gurer H., TÜFEKÇİ Ş., ÇOLAK C., GÜLDOĞAN E., Yagin B., et al.

Scientific Reports , cilt.16, sa.1, 2026 (SCI-Expanded, Scopus)

2. Explainable Meta-Learning Ensemble Framework for Predicting Insulin Dose Adjustments in Diabetic Patients: A Comparative Machine Learning Approach with SHAP-Based Clinical Interpretability

GÜLDOĞAN E., Yagin B., Ucuzal H., Algarni A., Al-Hashem F., Aghaei M.

Medicina (Lithuania) , cilt.62, sa.3, 2026 (SCI-Expanded, Scopus)

3. Investigation of Covid 19 Cases in Sivas Province with Time Series Analysis

AKAYDIN GÜLTÜRK E., GÜLDOĞAN E.

Cumhuriyet Tıp Dergisi (ELEKTRONİK) , cilt.47, sa.4, ss.32-39, 2025 (Hakemli Dergi)

4. Predicting lung cancer risk based on artificial intelligence: Leveraging multifactorial inputs for early detection

GÜLDOĞAN E., YAĞIN F. H., KARAASLAN E.

Medicine Science , cilt.14, sa.4, ss.975-982, 2025 (TRDizin)

5. Transforming healthcare and education: The impact of deep learning in medical informatics and training

GÜLDOĞAN E., ÇOLAK C.

Adıyaman Üniversitesi Sağlık Bilimleri Dergisi , cilt.11, sa.2, ss.191-204, 2025 (Hakemli Dergi)

6. Multimodal Data Integration via Multilayer Perceptron for Real-Time Intraoperative Discrimination of Hepatocellular Carcinoma and Non-Cancerous Liver Tissue

KARAASLAN E., GÜLDOĞAN E., ÇOLAK M. C.

Middle Black Sea Journal of Health Science , cilt.11, sa.3, ss.212-227, 2025 (Hakemli Dergi)

7. Development of an Artificial Intelligence-Based Precision Medicine Decision Support System for Radiogenomics Data Sets

PINAR A., ARSLAN A. K., GÜLDOĞAN E.

Cumhuriyet Tıp Dergisi (ELEKTRONİK) , cilt.47, sa.2, ss.35-44, 2025 (Hakemli Dergi)

8. Interpretable Machine Learning for Serum-Based Metabolomics in Breast Cancer Diagnostics: Insights from Multi-Objective Feature Selection-Driven LightGBM-SHAP Models

GÜLDOĞAN E., Yagin F. H., Ucuzal H., Alzakari S. A., Alhussan A. A., Ardigò L. P.

Medicina (Lithuania) , cilt.61, sa.6, 2025 (SCI-Expanded, Scopus)

9. Tuberculosis diagnosis in a region most affected by the 2023 earthquake in southern Türkiye.

Yakupogullari Y., Ceylan D., Otlu B., Polat A., Guldogan E.

Eastern Mediterranean health journal = La revue de sante de la Mediterranee orientale = al-Majallah al-sihhiyah li-sharq al-mutawassit , cilt.30, sa.10, ss.706-707, 2024 (SCI-Expanded, SSCI, Scopus)

10. The role of machine learning in lung cancer prediction: Insights from a multifactorial risk assessment

GÜLDOĞAN E.

Annals of Medical Research , cilt.31, sa.10, ss.834-839, 2024 (TRDizin)

11. Heart Disease Diagnosis via Web Based Classification Software programmed with Julia Programming Language

GÜLDOĞAN E., KUTLU H., ÇOLAK C.

Artificial Intelligence Theory and Applications , cilt.4, sa.1, ss.1-10, 2024 (Hakemli Dergi)

12. A proposed tree-based explainable artificial intelligence approach for the prediction of angina pectoris.

Guldogan E., Yagin F. H., Pinar A., Colak C., Kadry S., Kim J.

Scientific reports , cilt.13, sa.1, ss.22189, 2023 (SCI-Expanded, Scopus)

13. 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 , cilt.71, sa.04, ss.282-290, 2023 (SCI-Expanded, Scopus)

14. 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.

Medical Records - International Medical Journal , cilt.5, sa.1, ss.20-23, 2023 (Hakemli Dergi)

15. 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 , cilt.46, sa.2, ss.140-144, 2022 (Scopus, TRDizin)

16. Diagnostic and treatment outcomes of patients with pulmonary tuberculosis in the first year of COVID-19 pandemic.

Yakupogullari Y., Ermis H., Kazgan Z., Otlu B., Bayindir Y., Gulbas G., et al.

Eastern Mediterranean health journal = La revue de sante de la Mediterranee orientale = al-Majallah al-sihhiyah li-sharq al-mutawassit , cilt.28, sa.9, ss.682-689, 2022 (SCI-Expanded, SSCI, Scopus) Sürdürülebilir Kalkınma

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

KÜÇÜKAKÇALI Z., UCUZAL H., GÜLDOĞAN E.

Medical records-international medical journal (Online) , cilt.4, sa.3, ss.297-303, 2022 (TRDizin)

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

YAĞIN B., GÜLDOĞAN E., ÇOLAK C.

Türkiye Klinikleri Biyoistatistik Dergisi , cilt.14, sa.1, ss.22-31, 2022 (TRDizin) Sürdürülebilir Kalkınma

19. 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 , cilt.38, sa.2, ss.1085-1091, 2022 (SCI-Expanded, Scopus)

20. 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 , cilt.38, sa.3, ss.1515-1521, 2022 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

21. 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 , cilt.31, sa.3, ss.207-216, 2021 (Scopus, TRDizin) Sürdürülebilir Kalkınma

22. 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 , cilt.75, sa.11, 2021 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

23. 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 , cilt.13, sa.1, ss.438-441, 2021 (ESCI, TRDizin) Sürdürülebilir Kalkınma

24. 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 , cilt.28, sa.11, ss.2080-2089, 2021 (TRDizin) Sürdürülebilir Kalkınma

25. 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 , cilt.7, sa.2, ss.186-197, 2021 (Hakemli Dergi)

26. 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 , cilt.13, sa.2, ss.147-159, 2021 (TRDizin) Sürdürülebilir Kalkınma

27. 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 , cilt.28, sa.7, ss.1411-1416, 2021 (TRDizin)

28. 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 , cilt.10, sa.2, ss.600-694, 2021 (TRDizin)

29. 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 , cilt.10, sa.2, ss.592-595, 2021 (TRDizin)

30. 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 , cilt.7, sa.1, ss.74-80, 2021 (Hakemli Dergi) Sürdürülebilir Kalkınma

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

GÜLDOĞAN E.

Balkan Journal of Electrical and Computer Engineering , cilt.9, sa.2, ss.187-190, 2021 (TRDizin) Sürdürülebilir Kalkınma

32. 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 , cilt.201, 2021 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

33. Periferik Sinir Yaralanmaları Ve Cerrahi Sonuçları

PAŞAHAN R., GÖLÇEK C., GÜLDOĞAN E.

İnönü Üniversitesi Sağlık Hizmetleri Meslek Yüksek Okulu Dergisi , cilt.9, sa.1, ss.71-77, 2021 (TRDizin)

34. 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 , cilt.40, 2020 (SCI-Expanded, SSCI, Scopus) Sürdürülebilir Kalkınma

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

YAĞIN F. H., GÜLDOĞAN E., ÇOLAK C.

The Journal of Cognitive Systems , cilt.6, sa.1, ss.45-50, 2020 (Hakemli Dergi)

36. 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 (Hakemli Dergi)

37. 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 , ss.206-210, 2020 (Hakemli Dergi)

38. 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 (Hakemli Dergi) Sürdürülebilir Kalkınma

39. 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 , cilt.5, sa.1, ss.23-32, 2020 (Hakemli Dergi) Sürdürülebilir Kalkınma

40. 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 , cilt.27, sa.1, ss.52-57, 2020 (TRDizin)

41. İşgücüne Katılma Durumunu Etkileyen Faktörlerin Kategorik Regresyon İle Çözümlenmesi

SAKLIYAN S., KIVRAK M., GÜLDOĞAN E., ARSLAN A. K., ÇOLAK C.

Akademik Yaklaşımlar Dergisi , cilt.11, sa.1, ss.35-45, 2020 (Hakemli Dergi) Sürdürülebilir Kalkınma

42. 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 , cilt.6, sa.2, ss.183-189, 2020 (Hakemli Dergi)

43. 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 (Hakemli Dergi)

44. COMPARISON OF DIFFERENT DECISION TREE MODELS INCLASSIFICATION OF ANGINA PECTORIS DISEASE

BALIKÇI ÇİÇEK İ., KÜÇÜKAKÇALI Z., GÜLDOĞAN E.

the journal of cognitive systems , 2020 (Hakemli Dergi)

45. 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 (Hakemli Dergi) Sürdürülebilir Kalkınma

46. 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 , cilt.11, sa.1, ss.15-23, 2019 (TRDizin)

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

GÜLDOĞAN E., ARSLAN A. K., YAĞMUR J.

Fırat Tıp Dergisi , cilt.22, sa.3, ss.136-142, 2017 (TRDizin)

48. 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 , cilt.28, sa.4, ss.1553-1556, 2017 (SCI-Expanded, Scopus)

49. Myocardial Infarction Classification with Support Vector Machine Models

GÜLDOĞAN E., YAĞMUR J., YOLOĞLU S., ASYALI M. H., ÇOLAK C.

Annals of Medical Research , cilt.22, sa.2, ss.221-224, 2015 (TRDizin)

50. 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 , cilt.24, sa.3, ss.319, 2015 (TRDizin)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 14

11. 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, Türkiye, 26 - 29 Ekim 2016, (Özet Bildiri)

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

ARSLAN A. K., GÜLDOĞAN E., ÇOLAK C.

I. International Biostatistics Congress, Türkiye, 26 - 29 Ekim 2016, (Özet Bildiri) Sürdürülebilir Kalkınma

13. 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, Türkiye, 10 - 12 Eylül 2014, (Özet Bildiri)

14. Destek Vektör Makinesi Modelleri ile Miyokard İnfarktüsün Sınıflandırılması

GÜLDOĞAN E., AKAYCAN J., YOLOĞLU S., ASYALI M. H., ÇOLAK C.

XIV. Ulusal Biyoistatistik Kongresi, Kayseri, Türkiye, 4 - 07 Eylül 2012, (Özet Bildiri)

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141

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