Muhammed Yildirim

41 papers Journal 38Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Advancing multimodal emotion analysis: a hybrid deep learning approach with intermediate fusion and multi-task learning. Vis. Comput. Fatih Kaya, Yunus Emre Karaca, Serpil Aslan, Muhammed Yildirim
2025	J	`jnl`	A hybrid ViT-CNN model with attention mechanism and dual feature selection for cervical cancer detection. Signal Image Video Process. Merve Kesim Onal, Abdullah Enes Van, Derya Avci, Muhammed Yildirim, Harun Bingol, Engin Avci
2025	J	`jnl`	A novel attention-based deep learning model for improving sentiment classification after the case of the 2023 Kahramanmaras/Turkey earthquake on Twitter. PeerJ Comput. Sci. Serpil Aslan, Muhammed Yildirim
2025	J	`jnl`	A novel deep learning approach for predicting stone-free rates post-ESWL on uncontrasted CT. PeerJ Comput. Sci. Ozgur Efiloglu, Muhammed Yildirim, Kadir Yildirim, Harun Bingol, Mustafa Kaan Akalin, Meftun Culpan, Bilal Alatas, Asif Yildirim
2025	J	`jnl`	Content-Based Brain Magnetic Resonance Image Retrieval and Classification With the Proposed Deep Learning and Tissue-Based System. IEEE Access Bedriye Dogan, Hursit Burak Mutlu, Muhammed Yildirim, Sercan Yalçin, Serpil Aslan, Niranjana Sampathila, Özal Yildirim, Edward J. Ciaccio, Ru-San Tan, U. Rajendra Acharya
2025	J	`jnl`	Enhancing knee osteoarthritis detection with AI, image denoising, and optimized classification methods and the importance of physical therapy methods. PeerJ Comput. Sci. Burak Bugday, Harun Bingol, Muhammed Yildirim, Bilal Alatas
2025	J	`jnl`	Multi-task advanced convolutional neural network for robust lymphoblastic leukemia diagnosis, classification, and segmentation. PeerJ Comput. Sci. Sercan Yalçin, Zuhal Cetin Yalcin, Muhammed Yildirim, Bilal Alatas
2025	J	`jnl`	Multisensory virtual reality environments in architecture: The impact of smell on presence, engagement, and user experience. Virtual Real. Intell. Hardw. Muhammed Yildirim, Anastasia Globa, Ozgur Gocer, Arianna Brambilla
2025	J	`jnl`	RISC-V Based TinyML Accelerator for Depthwise Separable Convolutions in Edge AI. CoRR Muhammed Yildirim, Ozcan Ozturk
2024	J	`jnl`	A new hybrid approach based on AOA, CNN and feature fusion that can automatically diagnose Parkinson's disease from sound signals: PDD-AOA-CNN. Signal Image Video Process. Muhammed Yildirim, Soner Kiziloluk, Serpil Aslan, Eser Sert
2024	J	`jnl`	Advanced convolutional neural network modeling for fuel cell system optimization and efficiency in methane, methanol, and diesel reforming. PeerJ Comput. Sci. Sercan Yalçin, Muhammed Yildirim, Bilal Alatas
2024	J	`jnl`	Automated deep feature fusion based approach for the classification of multiclass rice diseases. Iran J. Comput. Sci. Nadide Yucel, Muhammed Yildirim
2024	J	`jnl`	Automatic detection of knee osteoarthritis grading using artificial intelligence-based methods. Int. J. Imaging Syst. Technol. Muhammed Yildirim, Hursit Burak Mutlu
2024	J	`jnl`	Multi-feature fusion and dandelion optimizer based model for automatically diagnosing the gastrointestinal diseases. PeerJ Comput. Sci. Soner Kiziloluk, Muhammed Yildirim, Harun Bingol, Bilal Alatas
2023	J	`jnl`	Automatic classification of kidney CT images with relief based novel hybrid deep model. PeerJ Comput. Sci. Harun Bingol, Muhammed Yildirim, Kadir Yildirim, Bilal Alatas
2023	J	`jnl`	Automatic diagnosis of ureteral stone and degree of hydronephrosis with proposed convolutional neural network, Relief, and gradient-weighted class activation mapping based deep hybrid model. Int. J. Imaging Syst. Technol. Muhammet Serdar Bugday, Mehmet Akcicek, Harun Bingol, Muhammed Yildirim
2023	J	`jnl`	Classification of computerized tomography images to diagnose non-small cell lung cancer using a hybrid model. Multim. Tools Appl. Ugur Demiroglu, Bilal Senol, Muhammed Yildirim, Yesim Eroglu
2023	J	`jnl`	Classification of satellite images for ecology management using deep features obtained from convolutional neural network models. Iran J. Comput. Sci. Erdal Özbay, Muhammed Yildirim
2023	J	`jnl`	Classification of the images (Plant-21) in the dataset created with 21 different Euphorbia Taxons with the developed AI-based hybrid model. Signal Image Video Process. Murat Kursat, Muhammed Yildirim, Irfan Emre
2023	J	`jnl`	Detection and classification of glioma, meningioma, pituitary tumor, and normal in brain magnetic resonance imaging using deep learning-based hybrid model. Iran J. Comput. Sci. Muhammed Yildirim, Emine Cengil, Yesim Eroglu, Ahmet Çinar
2023	J	`jnl`	Diagnosis of periventricular leukomalacia in children with artificial intelligence-based models developed using brain magnetic resonance images. Signal Image Video Process. Yesim Eroglu, Muhammed Yildirim, Ahmet Çinar
2023	J	`jnl`	Multi-feature fusion and improved BO and IGWO metaheuristics based models for automatically diagnosing the sleep disorders from sleep sounds. Comput. Biol. Medicine Sinem Akyol, Muhammed Yildirim, Bilal Alatas
2022	J	`jnl`	A hybrid approach for efficient multi-classification of white blood cells based on transfer learning techniques and traditional machine learning methods. Concurr. Comput. Pract. Exp. Emine Cengil, Ahmet Çinar, Muhammed Yildirim
2022	J	`jnl`	Automatic classification and diagnosis of heart valve diseases using heart sounds with MFCC and proposed deep model. Concurr. Comput. Pract. Exp. Muhammed Yildirim
2022	J	`jnl`	Automatic detection of eardrum otoendoscopic images in patients with otitis media using hybrid-based deep models. Int. J. Imaging Syst. Technol. Orkun Eroglu, Muhammed Yildirim
2022	J	`jnl`	COVID-19 Detection on Chest X-ray Images with the Proposed Model Using Artificial Intelligence and Classifiers. New Gener. Comput. Muhammed Yildirim, Orkun Eroglu, Yesim Eroglu, Ahmet Çinar, Emine Cengil
2022	J	`jnl`	Classification with respect to colon adenocarcinoma and colon benign tissue of colon histopathological images with a new CNN model: MA_ColonNET. Int. J. Imaging Syst. Technol. Muhammed Yildirim, Ahmet Çinar
2022	J	`jnl`	ORYX-MRSI: A fully-automated open-source software for proton magnetic resonance spectroscopic imaging data analysis. Int. J. Imaging Syst. Technol. Sevim Cengiz, Muhammed Yildirim, Abdullah Bas, Esin Ozturk-Isik
2022	J	`jnl`	mRMR-based hybrid convolutional neural network model for classification of Alzheimer's disease on brain magnetic resonance images. Int. J. Imaging Syst. Technol. Yesim Eroglu, Muhammed Yildirim, Ahmet Çinar
2021	J	`jnl`	A new model for classification of human movements on videos using convolutional neural networks: MA-Net. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Muhammed Yildirim, Ahmet Çinar
2021	J	`jnl`	Classification of Pneumonia Cell Images Using Improved ResNet50 Model. Traitement du Signal Ahmet Çinar, Muhammed Yildirim, Yesim Eroglu
2021	J	`jnl`	Convolutional Neural Networks based classification of breast ultrasonography images by hybrid method with respect to benign, malignant, and normal using mRMR. Comput. Biol. Medicine Yesim Eroglu, Muhammed Yildirim, Ahmet Çinar
2021	—	`—`	Derin öğrenme yöntemleri kullanılarak görüntüler üzerinde insan hareketlerinin ve hastalıklarının sınıflandırılması (Classification of human movements and diseases on images using deep learning methods) Muhammed Yildirim
2021	J	`jnl`	Diagnosis and grading of vesicoureteral reflux on voiding cystourethrography images in children using a deep hybrid model. Comput. Methods Programs Biomed. Yesim Eroglu, Kadir Yildirim, Ahmet Çinar, Muhammed Yildirim
2020	J	`jnl`	A Deep Learning Based Hybrid Approach for COVID-19 Disease Detections. Traitement du Signal Muhammed Yildirim, Ahmet Çinar
2020	J	`jnl`	Classification of Alzheimer's Disease MRI Images with CNN Based Hybrid Method. Ingénierie des Systèmes d Inf. Muhammed Yildirim, Ahmet Çinar
2020	J	`jnl`	Classification of Malaria Cell Images with Deep Learning Architectures. Ingénierie des Systèmes d Inf. Ahmet Çinar, Muhammed Yildirim
2019	J	`jnl`	Classification of White Blood Cells by Deep Learning Methods for Diagnosing Disease. Rev. d'Intelligence Artif. Muhammed Yildirim, Ahmet Çinar
2017	J	`jnl`	Considerations in applying compressed sensing to in vivo phosphorus MR spectroscopic imaging of human brain at 3T. Medical Biol. Eng. Comput. Gokce Hale Hatay, Muhammed Yildirim, Esin Ozturk-Isik
2014	—	`conf`	Classification of phosphorus magnetic resonance spectroscopic imaging of brain tumors using support vector machine and logistic regression at 3T. EMBC Fusun Citak Er, Gokce Hale Hatay, Emre Okeer, Muhammed Yildirim, Bahattin Hakyemez, Esin Ozturk-Isik
2003	—	`ch.`	Belief Propagation on Partially Ordered Sets. Mathematical Systems Theory in Biology, Communications, Computation, and Finance Robert J. McEliece, Muhammed Yildirim