Mücahid Barstuğan

Konya Technical University — Turkey

Computer Science · Physical Sciences

11h-index716citations35works1.42yr avg
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Research Topics

AI in cancer detection(8), Radiomics and Machine Learning in Medical Imaging(8), COVID-19 diagnosis using AI(7), Advanced Neural Network Applications(6), Medical Image Segmentation Techniques(6)

Publications35 total

An effective flowchart for multimodal brain tumor binary classification with ranked 3D texture features
Scientific Reports·2025Open Access
Sinkhole detection via deep learning using DEM images
Natural Hazards·2025· 6 citedOpen Access
Aligning Objects as Preprocessing Combined with Imitation Learning for Improved Generalization
2024
Image processing and artificial neural network based determination of surface mean texture depth on lab-controlled chip seal pavement samples
Scientific Reports·2024· 2 citedOpen Access
Rotor fault characterization study by considering normalization analysis, feature extraction, and a multi-class classifier
Engineering Research Express·2024· 2 citedOpen Access
Rotor Fault Characterization in Induction Motors under Different Load Levels via Machine Learning Methods
International Journal of Artificial Intelligence and Soft Computing·2024
Rotor fault characterisation in induction motors under different load levels via machine learning methods
International Journal of Artificial Intelligence and Soft Computing·2024Open Access
An autonomous system design for mold loading on press brake machines using a camera platform, deep learning, and image processing
Journal of Mechanical Science and Technology·2023· 4 cited
DEEP LEARNING BASED HUMAN ROBOT INTERACTION WITH 5G COMMUNICATION
Konya Journal of Engineering Sciences·2023· 1 citedOpen Access
A New Breakpoint to Classify 3D Voxels in MRI: A Space Transform Strategy with 3t2FTS-v2 and Its Application for ResNet50-Based Categorization of Brain Tumors
Bioengineering·2023· 3 citedOpen Access
Classification of 3D-DWT Features of Brain Tumours with SVM
Orclever Proceedings of Research and Development·2023· 1 citedOpen Access
An Efficient and Reliable Image Processing-Based Surface Void Ratio (Svr) Approach for Chip Seal Pavement Texture Depth Estimation
SSRN Electronic Journal·2022Open Access
Evaluation of the relationship between the physical properties and capillary water absorption values of building stones by regression analysis and artificial neural networks
Journal of Building Engineering·2021· 18 cited
COVID-19 discrimination framework for X-ray images by considering radiomics, selective information, feature ranking, and a novel hybrid classifier
Signal Processing Image Communication·2021· 13 citedOpen Access
Separation of Defected Products from Production Line with a Robotic Arm via Image Processing Methods.
2021
Coronavirus (Covid-19) classification using CT images by machine learning methods
Recent Trends and Applications Computer Science and Information Technology·2021· 5 cited
Derin Öğrenme Tabanlı Kalite Kontrol Uygulaması
European Journal of Science and Technology·2020· 1 citedOpen Access
A comprehensive study of brain tumour discrimination using phase combinations, feature rankings, and hybridised classifiers
Medical & Biological Engineering & Computing·2020· 13 cited
3B T1 Ağırlıklı MR Görüntülerinde Atlas Tabanlı Hacim Ölçüm Yöntemini Kullanarak Alzheimer Hastalığının Teşhisi
Journal of Polytechnic·2020· 2 citedOpen Access
Classification of Coronavirus (<scp>COVID</scp>‐19) from <scp>X‐ray</scp> and <scp>CT</scp> images using shrunken features
International Journal of Imaging Systems and Technology·2020· 128 citedOpen Access
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Frequent Co-authors

Umut Özkaya(6), Şaban Öztürk(6), Rahime Ceylan(5), Semih Asoğlu(4), Hakan Cebeci(4), Mustafa Koplay(4), Hasan Koyuncu(3), Muhammet Üsame Özıç(3), Rahime Ceylan(3), Hayri Arabacı(3), İsmail İnce(2), İslam Gökalp(2), Volkan Emre Uz(2), Mehmet Can Balcı(2), Rabia Barstugan(1), İlkay Özaytekin(1), Ali Bozdağ(1), Mustafa Fener(1), Mesut Sivri(1), Hasan Erdoğan(1)