Metrics
Publication
20
Open Access
3
UN Sustainable Development Goals
Education
2017 - 2023
2017 - 2023Doctorate
Ataturk University, Elektrik Elektronik Mühendisliği, Turkey
2014 - 2017
2014 - 2017Postgraduate
Ataturk University, Mühendislik Fakültesi, Elektrik-Elektronik Mühendisliği, Turkey
2010 - 2014
2010 - 2014Undergraduate
Karadeniz Technical University, Mühendislik Fakültesi, Elektrik Elektronik Mühendisliği , Turkey
Dissertations
2017
2017Postgraduate
State-space average value modeling and design of a flyback converter
Ataturk University, Fen Bilimleri Enstitüsü, Elektrik Elektronik Mühendisliği/Elektrik Makinaları
Foreign Languages
B2 Upper Intermediate
B2 Upper IntermediateEnglish
Research Areas
Avesis Research Areas:
Artificial Intelligence, Computer Learning and Pattern Recognition, Computer Vision, Engineering and Technology, Computer Sciences, Electrical and Electronics Engineering, Electronic, Health Sciences
WoS Research Areas:
Computer Science Artificial Intelligence, Engineering Computing & Technology (Eng), Oncology, Clinical Medicine, Computer Science, Engineering, Engineering Electrical & Electronic
Scopus Research Areas:
Artificial Intelligence, Signal Processing, Health Sciences, General Computer Science, Multidisciplinary, General Engineering, Medicine (miscellaneous)
Research Areas Based on Academic Activities
Avesis Research Areas
WoS Research Areas
Scopus Research Areas
Academic Positions
2023 - Present
2023 - PresentAssistant Professor
Ataturk University, Mühendislik Fakültesi, Elektrik-Elektronik Mühendisliği
2017 - 2023
2017 - 2023Research Assistant
Ataturk University, Mühendislik Fakültesi, Elektrik-Elektronik Mühendisliği
Managerial Experience
2023 - Present
2023 - PresentDeputy Head of Department
Ataturk University, Mühendislik Fakültesi, Elektrik-Elektronik Mühendisliği
Supervised Theses
2025
2025Postgraduate
Mikroşerit anten tabanlı görüntülemeye dayanan beyin inme tiplerinin sınıflandırılması
Geyikoğlu M. D., Polat A. N. (Co-Advisor)
F.HAMOOD(Student)
Articles
All (8)
SCI-E, SSCI, AHCI (5)
SCI-E, SSCI, AHCI, ESCI (5)
Scopus (5)
TRDizin (1)
Other Publications (2)
2026
20261. Advanced Brain Stroke Detection Using a Novel Superstrate Antenna and Machine Learning Algorithms
Mohammed F. H. M., GEYİKOĞLU M. D., POLAT A. N., Mohammed H. M. A.
Arabian Journal for Science and Engineering
, 2026 (SCI-Expanded, Scopus)
2025
20252. Improving Breast Cancer Diagnosis using Attention-Enhanced Hybrid CNN–Transformer Model
Polat A. N., Mohammed H. M. A.
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi , vol.14, no.4, pp.2616-2638, 2025 (TRDizin)
2025
20253. ISAFusionNet: Involution and soft attention based deep multi-modal fusion network for multi-label skin lesion classification
Mohammed H. M., ÖMEROĞLU A. N., ORAL E. A., ÖZBEK İ. Y.
Computers and Electrical Engineering
, vol.122, 2025 (SCI-Expanded, Scopus)
2024
20244. Histopathological image classification of colorectal cancer using a novel supervised contrastive learning approach
Polat A. N.
Multimedia Tools and Applications , vol.83, no.34, pp.1-18, 2024 (Peer-Reviewed Journal)
2023
20235. MMHFNet: Multi-modal and multi-layer hybrid fusion network for voice pathology detection
Mohammed H. M., ÖMEROĞLU A. N., ORAL E. A.
Expert Systems with Applications
, vol.223, 2023 (SCI-Expanded, Scopus)
2023
20236. A novel soft attention-based multi-modal deep learning framework for multi-label skin lesion classification
Omeroglu A. N., Mohammed H. M. A., Oral E. A., Aydın S.
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
, vol.120, 2023 (SCI-Expanded, Scopus)
2022
20227. Multi-modal voice pathology detection architecture based on deep and handcrafted feature fusion
Ömeroğlu A. N., Mohammed H., Oral E. A.
ENGINEERING SCIENCE AND TECHNOLOGY-AN INTERNATIONAL JOURNAL-JESTECH , vol.36, pp.1-11, 2022 (SCI-Expanded, Scopus)
2019
20198. Hangar Detection from Satellite Images with Mask-RCNN and YOLOv2 Algorithms
Kumbasar N., Ömeroğlu A. N., Oral E. A., Özbek İ. Y.
Brilliant Engineering (BEN) , vol.1, no.2, pp.5-9, 2019 (Peer-Reviewed Journal)
Papers Presented at Peer-Reviewed Scientific Conferences
2025
20251. Estimating occlusal vertical dimension using facial landmarks and deep learning-based models
Akıncı I., Polat A. N., Mohemmed H., Köseoğlu M., Skutjo C., Wee A., et al.
48th European Prosthodontic Association (EPA) and 27th Turkish Prosthodontics and Implantology Association (TPID) Annual Congress, Nevşehir, Turkey, 11 - 13 September 2025, pp.1-5, (Summary Text)
2024
20242. A Novel Attention-Based ConvMixer Model for Enteroscope Biopsy Histopathological Images Enteroskop Biyopsisi Histopatolojik Görüntüleri için Yeni Bir Dikkat Tabanlı ConvMixer Modeli
Mohammed H. M., ÖMEROĞLU A. N.
32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024, Mersin, Turkey, 15 - 18 May 2024, (Full Text)
2022
20223. Detection of Moving Target Direction for Ground Surveillance Radar Based on Deep Learning Yer Gözetleme Radari Için Derin Öǧrenme Tabanli Hareketli Hedef Yönü Tespiti
ÖMEROĞLU A. N., Mohammed H. M. A., ORAL E. A., ÖZBEK İ. Y.
30th Signal Processing and Communications Applications Conference, SIU 2022, Safranbolu, Turkey, 15 - 18 May 2022, (Full Text)
2020
20204. Multiple Barcode Detection with Mask R-CNN
Polat E., Mohammed H. M. A., Ömeroğlu A. N., Kumbasar N., Özbek İ. Y., Oral E. A.
28th Signal Processing and Communications Applications Conference (SIU), Gaziantep, Turkey, 5 - 07 October 2020, pp.1-4, (Full Text)
2021
20215. Voice Pathology Classification Using Machine Learning
M.A. Mohammed H., Ömeroğlu A. N., Polat M., Oral E. A., Özbek İ. Y.
ISASE2021, Erzurum, Turkey, 7 - 09 April 2021, (Full Text)
2021
20216. Voice Pathology Classification Using Machine Learning
Mohammed H. M. A., Ömeroğlu A. N., Polat M., Oral E. A., Özbek İ. Y.
2nd International Symposium on Applied Science and Engineering (ISASE-2021), Erzurum, Turkey, 7 - 09 April 2021, pp.354-357, (Full Text)
2019
20197. Hangar Detection with Mask R-CNN Algorithm
Nur Omeroglu A. N., Kumbasar N., Argun Oral E., Ozbek I.
2019 27th Signal Processing and Communications Applications Conference (SIU), Sivas, Turkey, 24 - 26 April 2019, pp.1-4, (Full Text)
2018
20188. Classification of Images Obtained by SAR (Synthetic Aperture Radar) Data
KUMBASAR N., ORAL E. A., Omeroglu A. N., ÖZBEK İ. Y., ABDO H. M.
ISASE2018, 26 - 28 November 2018, (Full Text)
2018
20189. Vehicle Detection Based on Semantic Segmentation
ÖMEROĞLU A. N., ORAL E. A., KUMBASAR N., ÖZBEK İ. Y., ABDO H. M.
ISASE2018, 26 - 28 November 2018, (Full Text)
2018
201810. Lane Detection with Convolutional Neural Network
Mohammed H. M. A., Ömeroğlu A. N., Kumbasar N., Oral E. A., Özbek İ. Y.
INTERNATIONAL SYMPOSIUM ON APPLIED SCIENCES AND ENGINEERING, 26 - 28 November 2018, pp.150-153, (Full Text)
Books
2026
20261. Glass Fiber Based Composites in Aircraft Applications
Polat Y., POLAT A. N.
in: Springer Aerospace Technology, Springer International Publishing Ag, pp.39-62, 2026
Funded Projects
2026 - Present
2026 - PresentTEKNOFEST TÜRKÇE DOĞAL DİL İŞLEME YARIŞMASI 2026
Project Supported by Higher Education Institutions , BAP Other
POLAT A. N. (Executive), BAŞİBÜYÜK H., ERAYDIN B. S., ÇELİK M., CAN S.
2026 - Present
2026 - PresentTEKNOFEST 2026 SAVAŞAN İNSANSIZ HAVA ARACI YARIŞMASI
Project Supported by Higher Education Institutions , BAP Other
(Project Abstract)
POLAT A. N. (Executive), DÖRTKAŞLI Ş., ŞAHİN E. A., İBİŞ A. S.
2024 - Present
2024 - PresentYapay Zeka ile Güçlendirilmiş 5G Ötesi/6G Haberleşme Sistemleri
Project Supported by Higher Education Institutions , BAP Research Project
ÇAVUŞOĞLU B. (Executive), ÖZBEK İ. Y., GÜNAY F. B., TURAY T., ÖNAL N., ORAL E. A., et al.
2026 - 2029
2026 - 2029Parkinson Hastalarında Derin Öğrenme Yaklaşımı Kullanılarak Akustik Ses Analizi Ile Disfajinin Tespit Edilmesi
TUBITAK Project , 1001 - Program for Supporting Scientific and Technological Research Projects
Polat A. N., Toyğar İ., Acarer A., Eyigör S., Yaman H., Bilek F.(Executive)
2026 - 2027
2026 - 2027Pulmoner Patolojileri Simüle Eden Fantom Modellerde Derin Öğrenme Tabanlı Otomatik Akciğer Ultrason Artefakt Tespiti ve Analizi
TUBITAK Project , 2219 - Yurt Dışı Doktora Sonrası Araştırma Burs Programı
(Project Abstract)
Polat A. N. (Executive)
2026 - 2027
2026 - 2027Servikal Spondilozda Postoperatif Ağrı Tahmini için Gömülü Çok Modlu YapayZeka Sistemi
TUBITAK Project , 2209-A - Üniversite Öğrencileri Araştırma Projeleri Destekleme Programı
Polat A. N., Erdoğan A.(Executive)
2026 - 2027
2026 - 2027Histopatolojik Görüntüler Kullanarak Serviks Kanseri Tespiti için CNN ve Transformer Tabanlı Topluluk Öğrenme Yönteminin Geliştirilmesi
TUBITAK Project , 2209-A - Üniversite Öğrencileri Araştırma Projeleri Destekleme Programı
Polat A. N., Saraç O.(Executive)
2026 - 2027
2026 - 2027Pulmoner Patolojileri Simüle Eden Fantom Modellerde Derin Öğrenme Tabanlı Otomatik Akciğer Ultrason Artefakt Tespiti ve Analiz
TUBITAK Project , 2219 - Yurt Dışı Doktora Sonrası Araştırma Burs Programı
Polat A. N. (Executive)
2025 - 2026
2025 - 2026AI-Powered Software Prototyping System for Lung Cancer Diagnosis: Development of a Transformer and Multi-Attention Based Deep Network Model Using Multiplex Immunohistochemistry (IHC) Images
TUBITAK Project , 1002 - Quick Support Program
(Project Abstract)
Polat A. N.
2024 - 2026
2024 - 2026
Detection and Monitoring of Tibia Bone Fractures with an AI-Based Wearable Microwave Imaging System and Ex-Vivo Experimental Verification
Research Project of the Presidency of Turkey Health Institutes (TÜSEB)
Geyikoğlu M. D. (Executive), Ömeroğlu A. N., Engin M. Ç.
2024 - 2026
2024 - 2026Research Universities - AI-Powered Beyond 5G/6G Communication Systems
Project Supported by Higher Education Institutions , BAP Research Project
Korkmaz O. E., Turay T., Oral E. A., Polat A. N., Geyikoğlu M. D., Özbek I. Y., et al.
2024 - 2025
2024 - 2025Türkçe Doğal Dil İşleme Projesi TEKNOFEST TÜRKÇE DOĞAL DİL İŞLEME KATEGORİSİ
Project Supported by Higher Education Institutions , BAP Other
POLAT A. N. (Executive), CAN S., BAŞİBÜYÜK H., SARITAŞ A.
2023 - 2024
2023 - 2024Bilgisayarlı Görü ile Hastalık Teşhisi (TEKNOFEST Sağlıkta Yapay Zeka Kategorisi)
Project Supported by Higher Education Institutions , BAP Other
POLAT A. N. (Executive), AKSAKALLI S., ÖZDAL C., AKTOĞAN H. N.
2022 - 2024
2022 - 2024
Çok Etiketli Cilt Kanseri Türlerinin Çok Modlu Yaklaşımla Derin Öğrenme Temelli Tespiti
Project Supported by Higher Education Institutions , BAP Research Project
ORAL E. A. (Executive), AYDIN S., ÖMEROĞLU A. N., MOHAMMED H. M. A.
2021 - 2023
2021 - 2023Ses Hastalıklarının Tespiti için Çok Modlu Derin Kolektif Öğrenme Yöntemlerinin Geliştirilmesi
Project Supported by Higher Education Institutions , BAP PhD
ORAL E. A. (Executive), ÖMEROĞLU A. N.
2021 - 2022
2021 - 2022Hesaplamalı Bilim ve Mühendislik Uygulamaları için Merkezi İşlem Birim CPU Tabanlı Yüksek Başarımlı Hesaplama Sistemi Gerçeklemesi
Project Supported by Higher Education Institutions , BAP Guided
KABAKUŞ A. K. (Executive), ERDEN O., BAYOĞLU Y., KENANOĞLU Y. S., YAVUZARSLAN E. C., ORAL E. A., et al.
2021 - 2022
2021 - 2022TEKNOFEST 2021 Belirli Komutları Yerine Getirebilen ve Belirli Kararları Alabilen Döner Kanatlı İnsansız Hava Aracı
Project Supported by Higher Education Institutions , BAP Other
KARACALI T. (Executive), ÖMEROĞLU A. N., TOPAL M. F., ARSLAN M., İŞIK M., ÇAĞLAYAN H. F., et al.
2021 - 2021
2021 - 2021
2nd International Symposium on Applied Science and Engineering ISASE2021
Project Supported by Higher Education Institutions , BAP Other
(Project Abstract)
ÖZBEK İ. Y. (Executive), HAMİDON M. N., MOHAMMED H. M. A., ÖMEROĞLU A. N., ERTUĞRUL M., BAŞÇİ A., et al.
Congress and Symposium Activities
09 May 2025 - 10 May 2025
09 May 2025 - 10 May 202516th International Fiber and Polymer Research Symposium, 9-10 May, 2025, Istanbul Technical University
Session Moderator
İstanbul-Turkey
01 November 2018 - 01 November 2018
01 November 2018 - 01 November 2018