Publications by authors named "Prabal D Barua"

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DCPat-XFE: an explainable EEG model for psychogenic nonepileptic seizure detection.
Deren Almiyra Unal, Dahiru Tanko, Ilknur Sercek, Irem Tasci, Ilknur Tuncer, Prabal Datta Barua

Cogn Neurodyn· December 2026

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BrainNeXt: novel lightweight CNN model for the automated detection of brain disorders using MRI images.
Melahat Poyraz, Ahmet Kursad Poyraz, Yusuf Dogan, Selva Gunes, Hasan S Mir, Prabal Datta Barua

Cogn Neurodyn· December 2025

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A new quantum-inspired pattern based on Goldner-Harary graph for automated alzheimer's disease detection.
Ilknur Sercek, Niranjana Sampathila, Irem Tasci, Tuba Ekmekyapar, Burak Tasci, Prabal Datta Barua

Cogn Neurodyn· December 2025

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DMPat-based SOXFE: investigations of the violence detection using EEG signals.
Kubra Yildirim, Tugce Keles, Sengul Dogan, Turker Tuncer, Irem Tasci, Prabal Datta Barua

Cogn Neurodyn· December 2025

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TriPat‑XFE: a triangle pattern‑based explainable feature engineering framework for EEG classification.
Suheda Kaya, Irem Tasci, Prabal Datta Barua, Gulay Tasci, Sengul Dogan

Neuroscience· December 2025

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Passive AI Detection of Stress and Burnout Among Frontline Workers.
Rajib Rana, Niall Higgins, Terry Stedman, Sonja March, Daniel F Gucciardi, Prabal D Barua

Nurs Rep· October 2025

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Machine Learning-Driven Lung Sound Analysis: Novel Methodology for Asthma Diagnosis.
Ihsan Topaloglu, Gulfem Ozduygu, Cagri Atasoy, Guntug Batıhan, Damla Serce, Prabal Datta Barua

Adv Respir Med· September 2025

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TurkerNeXtV2: An Innovative CNN Model for Knee Osteoarthritis Pressure Image Classification.
Omer Esmez, Gulnihal Deniz, Furkan Bilek, Murat Gurger, Prabal Datta Barua

Diagnostics (Basel)· September 2025

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Deep learning techniques for automated coronary artery segmentation and coronary artery disease detection: A systematic review of the last decade (2013-2024).
Suleyman Yaman, Ozkan Aslan, Hasan Güler, Abdulkadir Sengur, Abdul Hafeez-Baig, Prabal Datta Barua

Comput Methods Programs Biomed· August 2025

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Novel Deep Learning Model for Glaucoma Detection Using Fusion of Fundus and Optical Coherence Tomography Images.
Saad Islam, Ravinesh C Deo, Prabal Datta Barua, Jeffrey Soar, U Rajendra Acharya

Sensors (Basel)· July 2025

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Novel accurate classification system developed using order transition pattern feature engineering technique with physiological signals.
Mehmet Ali Gelen, Prabal Datta Barua, Irem Tasci, Gulay Tasci, Emrah Aydemir

Sci Rep· May 2025

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Automated Lightweight Model for Asthma Detection Using Respiratory and Cough Sound Signals.
Shuting Xu, Ravinesh C Deo, Oliver Faust, Prabal D Barua, Jeffrey Soar

Diagnostics (Basel)· May 2025

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EEGConvNeXt: A novel convolutional neural network model for automated detection of Alzheimer's Disease and Frontotemporal Dementia using EEG signals.
Madhav Acharya, Ravinesh C Deo, Prabal Datta Barua, Aruna Devi, Xiaohui Tao

Comput Methods Programs Biomed· April 2025

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TQCPat: Tree Quantum Circuit Pattern-based Feature Engineering Model for Automated Arrhythmia Detection using PPG Signals.
Mehmet Ali Gelen, Turker Tuncer, Mehmet Baygin, Sengul Dogan, Prabal Datta Barua

J Med Syst· March 2025

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Deep learning techniques for automated Alzheimer's and mild cognitive impairment disease using EEG signals: A comprehensive review of the last decade (2013 - 2024).
Madhav Acharya, Ravinesh C Deo, Xiaohui Tao, Prabal Datta Barua, Aruna Devi

Comput Methods Programs Biomed· February 2025

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Issues and Limitations on the Road to Fair and Inclusive AI Solutions for Biomedical Challenges.
Oliver Faust, Massimo Salvi, Prabal Datta Barua, Subrata Chakraborty, Filippo Molinari

Sensors (Basel)· January 2025

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Zipper Pattern: An Investigation into Psychotic Criminal Detection Using EEG Signals.
Gulay Tasci, Prabal Datta Barua, Dahiru Tanko, Tugce Keles, Suat Tas

Diagnostics (Basel)· January 2025

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Automated Detection of Gastrointestinal Diseases Using Resnet50*-Based Explainable Deep Feature Engineering Model with Endoscopy Images.
Veysel Yusuf Cambay, Prabal Datta Barua, Abdul Hafeez Baig, Sengul Dogan, Mehmet Baygin

Sensors (Basel)· December 2024

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Black-white hole pattern: an investigation on the automated chronic neuropathic pain detection using EEG signals.
Irem Tasci, Mehmet Baygin, Prabal Datta Barua, Abdul Hafeez-Baig, Sengul Dogan

Cogn Neurodyn· October 2024

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Lattice 123 pattern for automated Alzheimer's detection using EEG signal.
Sengul Dogan, Prabal Datta Barua, Mehmet Baygin, Turker Tuncer, Ru-San Tan

Cogn Neurodyn· October 2024

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Lobish: Symbolic Language for Interpreting Electroencephalogram Signals in Language Detection Using Channel-Based Transformation and Pattern.
Turker Tuncer, Sengul Dogan, Irem Tasci, Mehmet Baygin, Prabal Datta Barua

Diagnostics (Basel)· September 2024

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ADHD/CD-NET: automated EEG-based characterization of ADHD and CD using explainable deep neural network technique.
Hui Wen Loh, Chui Ping Ooi, Shu Lih Oh, Prabal Datta Barua, Yi Ren Tan

Cogn Neurodyn· August 2024

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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

Comput Biol Med· May 2024

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Automatic identification of hypertension and assessment of its secondary effects using artificial intelligence: A systematic review (2013-2023).
Anjan Gudigar, Nahrizul Adib Kadri, U Raghavendra, Jyothi Samanth, M Maithri, Prabal Datta Barua

Comput Biol Med· April 2024

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Automated characterization and detection of fibromyalgia using slow wave sleep EEG signals with glucose pattern and D'hondt pooling technique.
Isil Karabey Aksalli, Nursena Baygin, Yuki Hagiwara, Jose Kunnel Paul, Thomas Iype, Prabal Datta Barua

Cogn Neurodyn· April 2024

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