Muhammed Yıldırım

Koç University — Turkey

Computer Science · Physical Sciences

23h-index2.1kcitations130works1.52yr avg
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Research Topics

AI in cancer detection(20), COVID-19 diagnosis using AI(13), Smart Agriculture and AI(11), Brain Tumor Detection and Classification(11), Radiomics and Machine Learning in Medical Imaging(10)

Publications130 total

Tackling Discrepancies in Trade Data: The Harvard Growth Lab International Trade Datasets
Scientific Data·2026Open Access
Detection of osteochondral lesion of talus in ankle magnetic resonance images with GradCAM-based hybrid CNN model
The Egyptian Journal of Radiology and Nuclear Medicine·2026Open Access
Clinically Focused Computer-Aided Diagnosis for Breast Cancer Using SE and CBAM with Multi-Head Attention
Tomography·2025Open Access
RISC-V Based TinyML Accelerator for Depthwise Separable Convolutions in Edge AI
arXiv (Cornell University)·2025Open Access
Evaluation of the Risk of Urinary System Stone Recurrence Using Anthropometric Measurements and Lifestyle Behaviors in a Developed Artificial Intelligence Model
Diagnostics·2025· 1 citedOpen Access
Vr Environments for Architectural Education: Feasibility, Development, Integration, and Evaluation of VR Prototypes
2025
Automatic detection of harmful cyanobacterial genera using deep CNN models and artemisinin optimization
Scientific Reports·2025· 1 citedOpen Access
Hybrid Content-Based Image Retrieval System for a Comprised 27-Class Euphorbia Seed Dataset Using Deep Feature Fusion
Tarım Bilimleri Dergisi·2025Open Access
Vocal Fold Disorders Classification and Optimization of a Custom Video Laryngoscopy Dataset Through Structural Similarity Index and a Deep Learning-Based Approach
Journal of Clinical Medicine·2025· 1 citedOpen Access
Automatic Diagnosis, Classification, and Segmentation of Abdominal Aortic Aneurysm and Dissection from Computed Tomography Images
Diagnostics·2025Open Access
A hybrid ViT-CNN model with attention mechanism and dual feature selection for cervical cancer detection
Signal Image and Video Processing·2025· 1 cited
A Deep Learning Approach to Alzheimer’s Diagnosis Using EEG Data: Dual-Attention and Optuna-Optimized SVM
Biomedicines·2025· 2 citedOpen Access
A novel approach in diagnosing knee osteoarthritis for content based image retrieval in big data analytics and medical images
Scientific Reports·2025Open Access
A novel deep learning approach for predicting stone-free rates post-ESWL on uncontrasted CT
PeerJ Computer Science·2025Open Access
Early detection of colorectal cancer using a hybrid model with enhanced image quality and optimized classification
Physical and Engineering Sciences in Medicine·2025
Multi-task advanced convolutional neural network for robust lymphoblastic leukemia diagnosis, classification, and segmentation
PeerJ Computer Science·2025Open Access
Transforming Education with Augmented and Virtual Reality: Applications, Challenges and Future Perspectives
NATURENGS MTU Journal of Engineering and Natural Sciences Malatya Turgut Ozal University·2025
Performance of Transformer-Based Methods on Restaurant Reviews Analysis
Firat University Journal of Experimental and Computational Engineering·2025Open Access
Fusion-Based Deep Learning Approach for Renal Cell Carcinoma Subtype Detection Using Multi-Phasic MRI Data
Diagnostics·2025Open Access
A novel feature fusion and mountain gazelle optimizer based framework for the recognition of jute pests in sustainable agriculture
Scientific Reports·2025· 1 citedOpen Access
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Frequent Co-authors

Ahmet Çınar(20), Emine Cengil(10), Yeşim Eroğlu(9), Ṣebnem Kalemli‐Özcan(6), Harun Bingöl(5), Orkun Eroğlu(4), Cem Çakmaklı(3), Selva Demiralp(3), Sevcan Yeşiltaş(3), Julian di Giovanni(3), Álvaro Silva(3), Kadir Yıldırım(3), Bilal Alataş(3), Özal Yıldırım(2), U. Rajendra Acharya(2), Hurşit Burak Mutlu(2), Turgut Karlıdağ(2), Abdulvahap Akyiğit(2), İrfan Kaygusuz(2), Hanefi Yıldırım(2)