Muhammed Yildirim

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 28

Top Topics

Convolutional Neural Network

Automatic Classification

Top Venues

Int. J. Imaging Syst. Technol.

Iran J. Comput. Sci.

PeerJ Comput. Sci.

Signal Image Video Process.

Publications

Muhammed Yildirim, Soner Kiziloluk, Serpil Aslan, Eser Sert
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. 18 (2) (2024)
Sercan Yalçin, Muhammed Yildirim, Bilal Alatas
Advanced convolutional neural network modeling for fuel cell system optimization and efficiency in methane, methanol, and diesel reforming. PeerJ Comput. Sci. 10 (2024)
Soner Kiziloluk, Muhammed Yildirim, Harun Bingol, Bilal Alatas
Multi-feature fusion and dandelion optimizer based model for automatically diagnosing the gastrointestinal diseases. PeerJ Comput. Sci. 10 (2024)
Nadide Yucel, Muhammed Yildirim
Automated deep feature fusion based approach for the classification of multiclass rice diseases. Iran J. Comput. Sci. 7 (1) (2024)
Sinem Akyol, Muhammed Yildirim, Bilal Alatas
Multi-feature fusion and improved BO and IGWO metaheuristics based models for automatically diagnosing the sleep disorders from sleep sounds. Comput. Biol. Medicine 157 (2023)
Yesim Eroglu, Muhammed Yildirim, Ahmet Çinar
Diagnosis of periventricular leukomalacia in children with artificial intelligence-based models developed using brain magnetic resonance images. Signal Image Video Process. 17 (8) (2023)
Ugur Demiroglu, Bilal Senol, Muhammed Yildirim, Yesim Eroglu
Classification of computerized tomography images to diagnose non-small cell lung cancer using a hybrid model. Multim. Tools Appl. 82 (21) (2023)
Harun Bingol, Muhammed Yildirim, Kadir Yildirim, Bilal Alatas
Automatic classification of kidney CT images with relief based novel hybrid deep model. PeerJ Comput. Sci. 9 (2023)
Murat Kursat, Muhammed Yildirim, Irfan Emre
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. 17 (8) (2023)
Erdal Özbay, Muhammed Yildirim
Classification of satellite images for ecology management using deep features obtained from convolutional neural network models. Iran J. Comput. Sci. 6 (3) (2023)
Muhammet Serdar Bugday, Mehmet Akcicek, Harun Bingol, Muhammed Yildirim
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. 33 (2) (2023)
Muhammed Yildirim, Emine Cengil, Yesim Eroglu, Ahmet Çinar
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. 6 (4) (2023)
Emine Cengil, Ahmet Çinar, Muhammed Yildirim
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. 34 (6) (2022)
Muhammed Yildirim, Orkun Eroglu, Yesim Eroglu, Ahmet Çinar, Emine Cengil
COVID-19 Detection on Chest X-ray Images with the Proposed Model Using Artificial Intelligence and Classifiers. New Gener. Comput. 40 (4) (2022)
Muhammed Yildirim
Automatic classification and diagnosis of heart valve diseases using heart sounds with MFCC and proposed deep model. Concurr. Comput. Pract. Exp. 34 (24) (2022)
Sevim Cengiz, Muhammed Yildirim, Abdullah Bas, Esin Ozturk-Isik
ORYX-MRSI: A fully-automated open-source software for proton magnetic resonance spectroscopic imaging data analysis. Int. J. Imaging Syst. Technol. 32 (4) (2022)
Muhammed Yildirim, Ahmet Çinar
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. 32 (1) (2022)
Yesim Eroglu, Muhammed Yildirim, Ahmet Çinar
mRMR-based hybrid convolutional neural network model for classification of Alzheimer's disease on brain magnetic resonance images. Int. J. Imaging Syst. Technol. 32 (2) (2022)
Orkun Eroglu, Muhammed Yildirim
Automatic detection of eardrum otoendoscopic images in patients with otitis media using hybrid-based deep models. Int. J. Imaging Syst. Technol. 32 (3) (2022)
Ahmet Çinar, Muhammed Yildirim, Yesim Eroglu
Classification of Pneumonia Cell Images Using Improved ResNet50 Model. Traitement du Signal 38 (1) (2021)
Yesim Eroglu, Kadir Yildirim, Ahmet Çinar, Muhammed Yildirim
Diagnosis and grading of vesicoureteral reflux on voiding cystourethrography images in children using a deep hybrid model. Comput. Methods Programs Biomed. 210 (2021)
Muhammed Yildirim, Ahmet Çinar
A new model for classification of human movements on videos using convolutional neural networks: MA-Net. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 9 (6) (2021)
Yesim Eroglu, Muhammed Yildirim, Ahmet Çinar
Convolutional Neural Networks based classification of breast ultrasonography images by hybrid method with respect to benign, malignant, and normal using mRMR. Comput. Biol. Medicine 133 (2021)
Ahmet Cevahir Cinar, Muhammed Yildirim
Classification of Malaria Cell Images with Deep Learning Architectures. Ingénierie des Systèmes d Inf. 25 (1) (2020)
Muhammed Yildirim, Ahmet Cevahir Cinar
A Deep Learning Based Hybrid Approach for COVID-19 Disease Detections. Traitement du Signal 37 (3) (2020)
Muhammed Yildirim, Ahmet Cevahir Cinar
Classification of Alzheimer's Disease MRI Images with CNN Based Hybrid Method. Ingénierie des Systèmes d Inf. 25 (4) (2020)
Muhammed Yildirim, Ahmet Cevahir Cinar
Classification of White Blood Cells by Deep Learning Methods for Diagnosing Disease. Rev. d'Intelligence Artif. 33 (5) (2019)
Gokce Hale Hatay, Muhammed Yildirim, Esin Ozturk-Isik
Considerations in applying compressed sensing to in vivo phosphorus MR spectroscopic imaging of human brain at 3T. Medical Biol. Eng. Comput. 55 (8) (2017)
Fusun Citak Er, Gokce Hale Hatay, Emre Okeer, Muhammed Yildirim, Bahattin Hakyemez, Esin Ozturk-Isik
Classification of phosphorus magnetic resonance spectroscopic imaging of brain tumors using support vector machine and logistic regression at 3T. EMBC (2014)