Mehmet Baygin

According to our database, Mehmet Baygin authored at least 61 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Automated asthma detection in a 1326-subject cohort using a one-dimensional attractive-and-repulsive center-symmetric local binary pattern technique with cough sounds.

Prabal Datta Barua, Tugce Keles, Mutlu Kuluozturk, Mehmet Ali Kobat, Sengul Dogan, Mehmet Baygin, Turker Tuncer, Ru San Tan, U. Rajendra Acharya

Neural Comput. Appl., September, 2024

MNPDenseNet: Automated Monkeypox Detection Using Multiple Nested Patch Division and Pretrained DenseNet201.

Fahrettin Burak Demir, Mehmet Baygin, Ilknur Tuncer, Prabal Datta Barua, Sengul Dogan, Turker Tuncer, Chui Ping Ooi, Edward J. Ciaccio, U. Rajendra Acharya

Multim. Tools Appl., September, 2024

ExDarkLBP: a hybrid deep feature generation-based genetic malformation detection using facial images.

Prabal Datta Barua, Serkan Kirik, Sengul Dogan, Canan Koc, Fatih Özkaynak, Mehmet Baygin, Turker Tuncer, Ru San Tan, U. Rajendra Acharya

Multim. Tools Appl., April, 2024

An automated earthquake classification model based on a new butterfly pattern using seismic signals.

Suat Gokhan Ozkaya, Mehmet Baygin, Prabal Datta Barua, Turker Tuncer, Sengul Dogan, Subrata Chakraborty, U. Rajendra Acharya

Expert Syst. Appl., March, 2024

Transfer-transfer model with MSNet: An automated accurate multiple sclerosis and myelitis detection system.

Sinan Tatli, Gulay Macin, Irem Tasci, Burak Tasci, Prabal Datta Barua, Mehmet Baygin, Turker Tuncer, Sengul Dogan, Edward J. Ciaccio, U. Rajendra Acharya

Expert Syst. Appl., February, 2024

GCLP: An automated asthma detection model based on global chaotic logistic pattern using cough sounds.

Mehmet Kiliç, Prabal Datta Barua, Tugce Keles, Arif Metehan Yildiz, Ilknur Tuncer, Sengul Dogan, Mehmet Baygin, Turker Tuncer, Mutlu Kuluozturk, Ru San Tan, U. Rajendra Acharya

Eng. Appl. Artif. Intell., January, 2024

Directed Lobish-based explainable feature engineering model with TTPat and CWINCA for EEG artifact classification.

Turker Tuncer, Sengul Dogan, Mehmet Baygin, Irem Tasci, Bulent Mungen, Burak Tasci, Prabal Datta Barua, U. Rajendra Acharya

Knowl. Based Syst., 2024

DSWIN: Automated hunger detection model based on hand-crafted decomposed shifted windows architecture using EEG signals.

Serkan Kirik, Irem Tasci, Prabal Datta Barua, Arif Metehan Yildiz, Tugce Keles, Mehmet Baygin, Ilknur Tuncer, Sengul Dogan, Turker Tuncer, Aruna Devi, Ru San Tan, U. Rajendra Acharya

Knowl. Based Syst., 2024

N-BodyPat: Investigation on the dementia and Alzheimer's disorder detection using EEG signals.

Prabal Datta Barua, Turker Tuncer, Mehmet Baygin, Sengul Dogan, U. Rajendra Acharya

Knowl. Based Syst., 2024

Novel tiny textural motif pattern-based RNA virus protein sequence classification model.

Mehmet Erten, Emrah Aydemir, Prabal Datta Barua, Mehmet Baygin, Sengul Dogan, Turker Tuncer, Ru San Tan, Abdul Hafeez-Baig, U. Rajendra Acharya

Expert Syst. Appl., 2024

Automated anxiety detection using probabilistic binary pattern with ECG signals.

Mehmet Baygin, Prabal Datta Barua, Sengul Dogan, Turker Tuncer, Jen Hong Tan, Sonja March, Ru San Tan, Filippo Molinari, U. Rajendra Acharya

Comput. Methods Programs Biomed., 2024

FLP: Factor lattice pattern-based automated detection of Parkinson's disease and specific language impairment using recorded speech.

Turker Tuncer, Sengul Dogan, Mehmet Baygin, Prabal Datta Barua, Elizabeth Emma Palmer, Sonja March, Edward J. Ciaccio, Ru San Tan, U. Rajendra Acharya

Comput. Biol. Medicine, 2024

2023

PFP-HOG: Pyramid and Fixed-Size Patch-Based HOG Technique for Automated Brain Abnormality Classification with MRI.

Ela Kaplan, Wai-Yee Chan, Hasan Baki Altinsoy, Mehmet Baygin, Prabal Datta Barua, Subrata Chakraborty, Sengul Dogan, Turker Tuncer, U. Rajendra Acharya

J. Digit. Imaging, December, 2023

Explainable attention ResNet18-based model for asthma detection using stethoscope lung sounds.

Ihsan Topaloglu, Prabal Datta Barua, Arif Metehan Yildiz, Tugce Keles, Sengul Dogan, Mehmet Baygin, Huseyin Fatih Gul, Turker Tuncer, Ru San Tan, U. Rajendra Acharya

Eng. Appl. Artif. Intell., November, 2023

Swin-LBP: a competitive feature engineering model for urine sediment classification.

Mehmet Erten, Prabal Datta Barua, Ilknur Tuncer, Sengul Dogan, Mehmet Baygin, Turker Tuncer, Ru San Tan, U. Rajendra Acharya

Neural Comput. Appl., October, 2023

Automated mental arithmetic performance detection using quantum pattern- and triangle pooling techniques with EEG signals.

Nursena Baygin, Emrah Aydemir, Prabal Datta Barua, Mehmet Baygin, Sengul Dogan, Turker Tuncer, Ru San Tan, U. Rajendra Acharya

Expert Syst. Appl., October, 2023

InCR: Inception and concatenation residual block-based deep learning network for damaged building detection using remote sensing images.

Burak Tasci, Madhav R. Acharya, Mehmet Baygin, Sengul Dogan, Turker Tuncer, Samir Brahim Belhaouari

Int. J. Appl. Earth Obs. Geoinformation, September, 2023

A novel tree pattern-based violence detection model using audio signals.

Arif Metehan Yildiz, Prabal Datta Barua, Sengul Dogan, Mehmet Baygin, Turker Tuncer, Chui Ping Ooi, Hamido Fujita, U. Rajendra Acharya

Expert Syst. Appl., August, 2023

FGPat18: Feynman graph pattern-based language detection model using EEG signals.

Serkan Kirik, Sengul Dogan, Mehmet Baygin, Prabal Datta Barua, Caner Feyzi Demir, Tugce Keles, Arif Metehan Yildiz, Nursena Baygin, Ilknur Tuncer, Turker Tuncer, Ru San Tan, U. Rajendra Acharya

Biomed. Signal Process. Control., August, 2023

Automated facial expression recognition using exemplar hybrid deep feature generation technique.

Mehmet Baygin, Ilknur Tuncer, Sengul Dogan, Prabal Datta Barua, Turker Tuncer, Kang Hao Cheong, U. Rajendra Acharya

Soft Comput., July, 2023

A new hand-modeled learning framework for driving fatigue detection using EEG signals.

Sengul Dogan, Ilknur Tuncer, Mehmet Baygin, Turker Tuncer

Neural Comput. Appl., July, 2023

Hybrid-Patch-Alex: A new patch division and deep feature extraction-based image classification model to detect COVID-19, heart failure, and other lung conditions using medical images.

Kenan Erdem, Mehmet Ali Kobat, Mehmet Nail Bilen, Yunus Balik, Sevim Alkan, Feyzanur Cavlak, Ahmet Kursad Poyraz, Prabal Datta Barua, Ilknur Tuncer, Sengul Dogan, Mehmet Baygin, Mehmet Erten, Turker Tuncer, Ru San Tan, U. Rajendra Acharya

Int. J. Imaging Syst. Technol., July, 2023

Automated Adrenal Gland Disease Classes Using Patch-Based Center Symmetric Local Binary Pattern Technique with CT Images.

Suat Kamil Sut, Mustafa Koc, Gokhan Zorlu, Ihsan Serhatlioglu, Prabal Datta Barua, Sengul Dogan, Mehmet Baygin, Turker Tuncer, Ru San Tan, U. Rajendra Acharya

J. Digit. Imaging, June, 2023

PatchResNet: Multiple Patch Division-Based Deep Feature Fusion Framework for Brain Tumor Classification Using MRI Images.

Taha Müezzinoglu, Nursena Baygin, Ilknur Tuncer, Prabal Datta Barua, Mehmet Baygin, Sengul Dogan, Turker Tuncer, Elizabeth Emma Palmer, Kang Hao Cheong, U. Rajendra Acharya

J. Digit. Imaging, June, 2023

Multilevel hybrid accurate handcrafted model for myocardial infarction classification using ECG signals.

Prabal Datta Barua, Emrah Aydemir, Sengul Dogan, Mehmet Ali Kobat, Fahrettin Burak Demir, Mehmet Baygin, Turker Tuncer, Shu Lih Oh, Ru San Tan, U. Rajendra Acharya

Int. J. Mach. Learn. Cybern., May, 2023

Most complicated lock pattern-based seismological signal framework for automated earthquake detection.

Suat Gokhan Ozkaya, Nursena Baygin, Prabal Datta Barua, Arvind R. Singh, Mohit Bajaj, Mehmet Baygin, Sengul Dogan, Turker Tuncer, Ru San Tan, U. Rajendra Acharya

Int. J. Appl. Earth Obs. Geoinformation, April, 2023

A new one-dimensional testosterone pattern-based EEG sentence classification method.

Tugce Keles, Arif Metehan Yildiz, Prabal Datta Barua, Sengul Dogan, Mehmet Baygin, Turker Tuncer, Caner Feyzi Demir, Edward J. Ciaccio, U. Rajendra Acharya

Eng. Appl. Artif. Intell., March, 2023

An accurate automated speaker counting architecture based on James Webb Pattern.

Prabal Datta Barua, Arif Metehan Yildiz, Nida Canpolat, Tugce Keles, Sengul Dogan, Mehmet Baygin, Ilknur Tuncer, Turker Tuncer, Ru San Tan, Hamido Fujita, U. Rajendra Acharya

Eng. Appl. Artif. Intell., March, 2023

Automated accurate detection of depression using twin Pascal's triangles lattice pattern with EEG Signals.

Gulay Tasci, Hui Wen Loh, Prabal Datta Barua, Mehmet Baygin, Burak Tasci, Sengul Dogan, Turker Tuncer, Elizabeth Emma Palmer, Ru San Tan, U. Rajendra Acharya

Knowl. Based Syst., 2023

Solving the multiplication problem of a large language model system using a graph-based method.

Turker Tuncer, Sengul Dogan, Mehmet Baygin, Prabal Datta Barua, Abdul Hafeez-Baig, Ru San Tan, Subrata Chakraborty, U. Rajendra Acharya

CoRR, 2023

Automated EEG sentence classification using novel dynamic-sized binary pattern and multilevel discrete wavelet transform techniques with TSEEG database.

Prabal Datta Barua, Tugce Keles, Sengul Dogan, Mehmet Baygin, Turker Tuncer, Caner Feyzi Demir, Hamido Fujita, Ru San Tan, Chui Ping Ooi, U. Rajendra Acharya

Biomed. Signal Process. Control., 2023

EfDenseNet: Automated Pulmonary Hypertension Detection Model Based on EfficientNetb0 and DenseNet201 Using CT Images.

Tarik Kivrak, Jagadish Nayak, Mehmet Ali Gelen, Prabal Datta Barua, Mehmet Baygin, Hilal Erken Pamukcu, Sengul Dogan, Turker Tuncer, U. Rajendra Acharya

IEEE Access, 2023

Innovative Fibromyalgia Detection Approach Based on Quantum-Inspired 3LBP Feature Extractor Using ECG Signal.

Prabal Datta Barua, Makiko Kobayashi, Masayuki Tanabe, Mehmet Baygin, Jose Kunnel Paul, Thomas Iype, Sengul Dogan, Turker Tuncer, Ru San Tan, U. Rajendra Acharya

IEEE Access, 2023

2022

A Hand-Modeled Feature Extraction-Based Learning Network to Detect Grasps Using sEMG Signal.

Mehmet Baygin, Prabal Datta Barua, Sengül Dogan, Türker Tuncer, Sefa Key, U. Rajendra Acharya, Kang Hao Cheong

Sensors, 2022

Automatic prostate cancer detection model based on ensemble VGGNet feature generation and NCA feature selection using magnetic resonance images.

Mustafa Koc, Suat Kamil Sut, Ihsan Serhatlioglu, Mehmet Baygin, Türker Tuncer

Multim. Tools Appl., 2022

Meniscal Tear and ACL Injury Detection Model Based on AlexNet and Iterative ReliefF.

Sefa Key, Mehmet Baygin, Sukru Demir, Sengül Dogan, Turker Tuncer

J. Digit. Imaging, 2022

Automated accurate fire detection system using ensemble pretrained residual network.

Sengul Dogan, Prabal Datta Barua, Hüseyin Kutlu, Mehmet Baygin, Hamido Fujita, Turker Tuncer, U. Rajendra Acharya

Expert Syst. Appl., 2022

A blockchain-based approach to smart cargo transportation using UHF RFID.

Mehmet Baygin, Orhan Yaman, Nursena Baygin, Mehmet Karaköse

Expert Syst. Appl., 2022

New pyramidal hybrid textural and deep features based automatic skin cancer classification model: Ensemble DarkNet and textural feature extractor.

Mehmet Baygin, Türker Tuncer, Sengül Dogan

CoRR, 2022

Novel nested patch-based feature extraction model for automated Parkinson's Disease symptom classification using MRI images.

Ela Kaplan, Erman Altunisik, Yasemin Ekmekyapar Firat, Prabal Datta Barua, Sengul Dogan, Mehmet Baygin, Fahrettin Burak Demir, Turker Tuncer, Elizabeth Emma Palmer, Ru San Tan, Ping Yu, Jeffrey Soar, Hamido Fujita, U. Rajendra Acharya

Comput. Methods Programs Biomed., 2022

An accurate valvular heart disorders detection model based on a new dual symmetric tree pattern using stethoscope sounds.

Prabal Datta Barua, Mehdi Karasu, Mehmet Ali Kobat, Yunus Balik, Tarik Kivrak, Mehmet Baygin, Sengül Dogan, Fahrettin Burak Demir, Türker Tuncer, Ru San Tan, U. Rajendra Acharya

Comput. Biol. Medicine, 2022

Automated knee ligament injuries classification method based on exemplar pyramid local binary pattern feature extraction and hybrid iterative feature selection.

Sukru Demir, Sefa Key, Mehmet Baygin, Turker Tuncer, Sengül Dogan, Samir Brahim Belhaouari, Ahmet Kursad Poyraz, Murat Gurger

Biomed. Signal Process. Control., 2022

Tetromino pattern based accurate EEG emotion classification model.

Turker Tuncer, Sengul Dogan, Mehmet Baygin, U. Rajendra Acharya

Artif. Intell. Medicine, 2022

Exemplar Darknet19 feature generation technique for automated kidney stone detection with coronal CT images.

Mehmet Baygin, Orhan Yaman, Prabal Datta Barua, Sengül Dogan, Turker Tuncer, U. Rajendra Acharya

Artif. Intell. Medicine, 2022

2021

Automated arrhythmia detection with homeomorphically irreducible tree technique using more than 10, 000 individual subject ECG records.

Mehmet Baygin, Türker Tuncer, Sengül Dogan, Ru San Tan, U. Rajendra Acharya

Inf. Sci., 2021

Multilevel Deep Feature Generation Framework for Automated Detection of Retinal Abnormalities Using OCT Images.

Prabal Datta Barua, Wai-Yee Chan, Sengül Dogan, Mehmet Baygin, Türker Tuncer, Edward J. Ciaccio, Nazrul Islam, Kang Hao Cheong, Zakia Sultana Shahid, U. Rajendra Acharya

Entropy, 2021

Feed-forward LPQNet based Automatic Alzheimer's Disease Detection Model.

Ela Kaplan, Sengül Dogan, Türker Tuncer, Mehmet Baygin, Erman Altunisik

Comput. Biol. Medicine, 2021

PrimePatNet87: Prime pattern and tunable q-factor wavelet transform techniques for automated accurate EEG emotion recognition.

Abdullah Dogan, Merve Akay, Prabal Datta Barua, Mehmet Baygin, Sengül Dogan, Türker Tuncer, Ali Hikmet Dogru, U. Rajendra Acharya

Comput. Biol. Medicine, 2021

Automated ASD detection using hybrid deep lightweight features extracted from EEG signals.

Mehmet Baygin, Sengül Dogan, Türker Tuncer, Prabal Datta Barua, Oliver Faust, Arunkumar N., Enas W. Abdulhay, Elizabeth Emma Palmer, U. Rajendra Acharya

Comput. Biol. Medicine, 2021

Novel automated PD detection system using aspirin pattern with EEG signals.

Prabal Datta Barua, Sengül Dogan, Türker Tuncer, Mehmet Baygin, U. Rajendra Acharya

Comput. Biol. Medicine, 2021

Automated accurate schizophrenia detection system using Collatz pattern technique with EEG signals.

Mehmet Baygin, Orhan Yaman, Türker Tuncer, Sengül Dogan, Prabal Datta Barua, U. Rajendra Acharya

Biomed. Signal Process. Control., 2021

An accurate automated schizophrenia detection using TQWT and statistical moment based feature extraction.

Mehmet Baygin

Biomed. Signal Process. Control., 2021

2018

Görme tabanlı kalite kontrol için yüksek performanslı endüstriyel kamera ve akıllı tanıma sisteminin geliştirilmesi (Development of high performance industrial camera and intelligent recognition system for vision-based quality control)

Mehmet Baygin

PhD thesis, 2018

A Novel Reconfiguration Method Using Image Processing Based Moving Shadow Detection, Optimization, and Analysis for PV Arrays.

Mehmet Karaköse, Mehmet Baygin, Koray Sener Parlak, Nursena Baygin, Erhan Akin

J. Inf. Sci. Eng., 2018

An Image Processing based Object Counting Approach for Machine Vision Application.

Mehmet Baygin, Mehmet Karaköse, Alisan Sarimaden, Erhan Akin

CoRR, 2018

2016

Fuzzy Based Reconfiguration Method Using Intelligent Partial Shadow Detection in PV Arrays.

Mehmet Karaköse, Mehmet Baygin, Kagan Murat, Nursena Baygin, Erhan Akin

Int. J. Comput. Intell. Syst., 2016

An investigation for benefits of cyber-physical systems in higher education courses.

Hasan Yetis, Mehmet Baygin, Mehmet Karaköse

Proceedings of the 15th International Conference on Information Technology Based Higher Education and Training, 2016

An effect analysis of industry 4.0 to higher education.

Mehmet Baygin, Hasan Yetis, Mehmet Karaköse, Erhan Akin

Proceedings of the 15th International Conference on Information Technology Based Higher Education and Training, 2016

2014

An analysis approach for optimization based reconfiguration in photovoltaic arrays.

Mehmet Karaköse, Mehmet Baygin, Nursena Baygin

Proceedings of the 23rd IEEE International Symposium on Industrial Electronics, 2014

An intelligent reconfiguration approach based on fuzzy partitioning in PV arrays.

Mehmet Karaköse, Mehmet Baygin, Nursena Baygin, Kagan Murat, Erhan Akin

Proceedings of the 2014 IEEE International Symposium on Innovations in Intelligent Systems and Applications, 2014

2012

Real time voice recognition based smart home application.

Mehmet Baygin, Mehmet Karaköse

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012