Assoc. Prof. MAHMUT EMİN ÇELİK

Publication Network

Articles 24

1. Can super resolution via deep learning improve classification accuracy in dental radiography?

ÇELİK B., Mikaeili M., Genç M. Z., ÇELİK M. E.

Dentomaxillofacial Radiology , vol.54, no.6, pp.473-487, 2025 (SCI-Expanded, Scopus)

2. Automatic detection of developmental stages of molar teeth with deep learning

SAVAŞTAER E. F., ÇELİK B., ÇELİK M. E.

BMC ORAL HEALTH , vol.25, no.1, 2025 (SCI-Expanded, Scopus)

3. Automated segmentation of dental restorations using deep learning: exploring data augmentation techniques

ÇELİK B., Baslak M. E., Genç M. Z., ÇELİK M. E.

Oral Radiology , vol.41, no.2, pp.207-215, 2025 (SCI-Expanded, Scopus)

4. Evaluation of root canal filling length on periapical radiograph using artificial intelligence

ÇELİK B., Genç M. Z., ÇELİK M. E.

Oral Radiology , vol.41, no.1, pp.102-110, 2025 (SCI-Expanded, Scopus)

5. Improving Resolution of Panoramic Radiographs: Super Resolution Concept

Çelik M. E., Mıkaeılı M., Çelik B.

DENTOMAXILLOFACIAL RADIOLOGY , vol.53, no.3, pp.50-60, 2024 (SCI-Expanded, Scopus)

6. Image Processing for Tooth Type Classification using Deep Learning

ÇELİK B., Ulus F. O., SAVAŞTAER E. F., Genç M. Z., ÇELİK M. E.

Current research in dental sciences (Online) , 2024 (TRDizin)

7. Panoramik Radyograflarda Diş Tiplerinin Sınıflandırılması için Derin Öğrenme Yöntemlerinin Karşılaştırılması

ÇELİK B., Genç M. Z., ÇELİK M. E.

EMO Bilimsel Dergi , vol.14, no.1, pp.87-95, 2024 (TRDizin)

8. A Novel Deep Learning Model for Pain Intensity Evaluation

ÇELİK M. E.

International Journal of Computational and Experimental Science and Engineering (IJCESEN) , vol.9, no.4, pp.325-330, 2023 (Scopus, TRDizin)

9. Root Dilaceration Using Deep Learning: A Diagnostic Approach

ÇELİK B., ÇELİK M. E.

Applied Sciences (Switzerland) , vol.13, no.14, 2023 (SCI-Expanded, Scopus)

10. The role of deep learning for periapical lesion detection on panoramic radiographs

Çelik B., Savastaer E. F., Kaya H. I., Celik M. E.

DENTOMAXILLOFACIAL RADIOLOGY , vol.52, no.8, 2023 (SCI-Expanded, Scopus)

11. Automated detection of dental restorations using deep learning on panoramic radiographs

ÇELİK B., ÇELİK M. E.

Dento maxillo facial radiology , vol.51, no.8, pp.20220244, 2022 (SCI-Expanded, Scopus)

12. Spatial Transcriptomics as a Novel Approach to Redefine Electrical Stimulation Safety

Whitsitt Q. A., Koo B., ÇELİK M. E., Evans B. M., Weiland J. D., Purcell E. K.

FRONTIERS IN NEUROSCIENCE , vol.16, 2022 (SCI-Expanded, Scopus)

13. Deep Learning Based Detection Tool for Impacted Mandibular Third Molar Teeth

ÇELİK M. E.

DIAGNOSTICS , vol.12, no.4, 2022 (SCI-Expanded, Scopus)

14. Multi-Compartmental Modeling for Extracellular Stimulation of Neocortex

ÇELİK M. E.

European Journal of Science and Technology , vol.29, no.13, pp.76-80, 2021 (TRDizin)

15. Comparison of Monophasic and Biphasic Electrical Stimulation by Using Temporal Analysis for Different Inter-electrode Spacings in the Hexagonal Arrays

ÇELİK M. E., KARAGÖZ İ.

ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING , vol.43, no.6, pp.2889-2898, 2018 (SCI-Expanded, Scopus)

16. An Efficient Inductive Coil Link Design for Wireless Power Transfer to Visual Prostheses

Celik M. E., Aydin E.

ACTA PHYSICA POLONICA A , vol.132, no.3, pp.535-537, 2017 (SCI-Expanded, Scopus)

17. The Effect of Return Electrode Position on Induced Electric Fields for Electrical Stimulation of Retinal Ganglion Cells

Celik M. E.

ACTA PHYSICA POLONICA A , vol.132, no.3, pp.493-495, 2017 (SCI-Expanded, Scopus)

18. Rabbit Retinal Ganglion Cell Activation Thresholds in Response to Various Electrical Stimulation Waveforms using a Different Spatial Resolution Electrode Array

Celik M. E., Ozden M., Karagoz I., Sobaci G.

ACTA PHYSICA POLONICA A , vol.131, no.6, pp.1479-1484, 2017 (SCI-Expanded, Scopus)

19. A novel finite element method based retinal stimulation strategy to decrease stimulation threshold and electrode crosstalk

ÇELİK M. E., KARAGÖZ İ.

JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY , vol.32, no.2, pp.563-573, 2017 (SCI-Expanded, Scopus, TRDizin)

20. Simulation of Electrical Stimulation of Layered Retina with Bipolar Electrode Configuration and Temperature Change on the Retina

ÇELİK M. E., KARAGÖZ İ.

International Journal of Computational and Experimental Science and Engineering , vol.1, no.1, pp.5-7, 2015 (Peer-Reviewed Journal)

21. Modelling of Stimulation Environment Using Monophasic Rectangle Pulse for Various Stimulation Parameters

Celik M. E., Karagoz I.

ACTA PHYSICA POLONICA A , vol.128, 2015 (SCI-Expanded, Scopus) Sustainable Development

22. Investigation The Role Of Carbon Nanotubes For High Resolution Visual Prostheses

ÇELİK M. E., KARAGÖZ İ.

International Journal on Technical and Physical Problems of Engineering , vol.6, no.18, pp.192-197, 2014 (Scopus)

23. The Effect of the Electrical Stimulation on Temperature Rise in the Retinal Tissue for Visual Prostheses

ÇELİK M. E., KARAGÖZ İ.

International Journal of Computer and Electrical Engineering , vol.6, no.4, pp.369-372, 2014 (Peer-Reviewed Journal)

24. An in Vitro Study for Analysing the Responses to Monophasic Pulses from Retinal Ganglion Cells

Eren M., ÇELİK M. E., ÖZDEN M., Sobaci G., KARAGÖZ İ.

OPHTHALMOLOGICA , vol.232, pp.40-41, 2014 (SCI-Expanded, Scopus)

Papers Presented at Peer-Reviewed Scientific Conferences 30

1. Automated Caries Segmentation Using Deep Learning: A Comparative Analysis

Bağcı E., Altınok E., Kalaycıoğlu Y., SAVAŞTAER E. F., ÇELİK B., ÇELİK M. E.

1st International Conference on Emerging Technologies and Engineering Systems, ICETES 2026, Hybrid, Amman, Jordan, 7 - 09 April 2026, pp.76-81, (Full Text)

2. Comparative Evaluation of Deep Learning Models for Tooth Segmentation in Panoramic Radiographs

Özkaya M., Kılıç A., Kalaycıoğlu Y., SAVAŞTAER E. F., ÇELİK B., ÇELİK M. E.

1st International Conference on Emerging Technologies and Engineering Systems, ICETES 2026, Hybrid, Amman, Jordan, 7 - 09 April 2026, pp.100-105, (Full Text)

3. A Unity-Based Digital Twin for Preliminary System Design of Multi-Lane License Plate Recognition

Baysal M. B., ÇELİK M. E.

1st International Conference on Emerging Technologies and Engineering Systems, ICETES 2026, Hybrid, Amman, Jordan, 7 - 09 April 2026, pp.372-377, (Full Text)

4. Uncertainty Calculations in Rf Vectorial Measurements

KARAY E., ÇELİK M. E., Danacı E.

10th INTERNATIONAL MARMARA SCIENCES CONGRESS, Kocaeli, Turkey, 09 June 2023, pp.200-206, (Full Text)

5. Penetre eden elektrotlar ile intrakraniyal elektriksel uyartım: Çok ölçekli bir modelleme çalışması

ÇELİK M. E.

21. Ulusal Sinirbilim Kongresi, Bolu, Turkey, 08 June 2023, (Summary Text)

6. The Improvement of Model Performance for Automated Tooth Identification

Goc Y. F., ERGÜL Ö., ÇELİK B., ÇELİK M. E.

International Symposium on Fundamentals of Electrical Engineering (ISFEE), Bucharest, Romania, 16 - 18 November 2023, pp.736-740, (Full Text)

7. Improving Hardware Quality Measurements Using Automated Testing

Sarı A., ÇELİK M. E.

20th International Conference on Mechatronics – Mechatronika 2022, Pilsen, Czech Republic, 07 December 2022, (Full Text)

8. Kortikal bölgenin elektriksel uyarımı için çok ölçekli hesaplamalı bir model

ÇELİK M. E.

20. Ulusal Sinirbilim Kongresi, İstanbul, Turkey, 19 October 2022, (Summary Text)

9. Automatic Implant Detection Using Deep Learning

Kaya H. İ., ÇELİK B., ÇELİK M. E.

3rd International Conference on Applied Engineering and Natural Sciences, Konya, Turkey, 20 July 2022, (Summary Text)

10. Dental filling detection using deep learning in periapical radiography

Bacanli G., Savaştaer E. F., Çelik M. E.

6th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2022, Ankara, Turkey, 20 - 22 October 2022, pp.721-724, (Full Text)

11. Spiking Activity of L5 Pyramidal Neuron: A Computational Modeling

ÇELİK M. E.

2021 5th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Ankara, Turkey, 21 October 2021, (Full Text)

12. A Computational Model for Cortical Stimulation Comparing Realistic Electrode Geometry vs a Point Source

ÇELİK M. E., Kish K. E., Weiland J.

The Eye and the Chip -12th World Research Congress, Detroit, United States Of America, 03 October 2021, (Summary Text)

13. Investigation of Spatial Selectivity using Blind Source Separation Algorithm for Electrical Retinal Stimulation

ÇELİK M. E., Nguyen D., SCORSONE E., ROUSSEAU L., PICAUD S.

The International Symposium on Visual Prosthetics - Artificial Vision 2019, Aachen, Germany, 13 - 14 December 2019, (Summary Text)

14. Electrical Response Clustering of Mouse Retinal Ganglion Cells

RATHBUN D. L., JALLIGAMPALA A., ÇELİK M. E.

11th The Eye and the Chip World Research Congress, Dearborn, United States Of America, 10 - 12 November 2019, (Summary Text)

15. Clustering Electrical Retinal Responses Based on Averaged Peri-stimulus Time Histograms

ÇELİK M. E., Jalligampala A., Rathbun D. L.

International Symposium on Fundamentals of Electrical Engineering (ISFEE), Bucharest, Romania, 1 - 03 November 2018, (Full Text)

16. MATLAB based computational tool for inductive coil link parameters in retinal prosthesis

ÇELİK M. E., AYDIN E.

The International Symposium on Visual Prosthetics - Artificial Vision 2017, Aachen, Germany, 1 - 02 December 2017, (Summary Text)

17. Finite Element Method Based Modeling Of A New Electrode Design And Stimulation Strategy For Retinal Stimulation

ÇELİK M. E., KARAGÖZ İ.

The Young Researcher Vision Camp An International Career Building Symposium, Leibertingen, Germany, 30 June - 02 July 2017, pp.24, (Summary Text)

18. Investigation the Effect of Misalignment and Distance between the Coils for Wireless Power Transfer in Retinal Implants

Aydin E., ÇELİK M. E., Aydemir M. T.

10th International Conference on Electrical and Electronics Engineering (ELECO), Bursa, Turkey, 30 November - 02 December 2017, pp.620-623, (Full Text)