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Author

Arash Gharehbaghi

Observed name: Gharehbaghi Arash
ORCID: 0000-0002-3413-2859
Observed ORCID: 0000-0002-3413-2859
OpenAlex ID: A5018005078
A review on deep learning methods for ECG arrhythmia classification
2020 · Zahra Ebrahimi, Mohammad Loni, et al. · Expert Systems with Applications X · 463
A novel method for pediatric heart sound segmentation without using the ECG
2009 · Amir A. Sepehri, Arash Gharehbaghi, et al. · Computer Methods and Programs in Biomedicine · 97
A Deep Machine Learning Method for Classifying Cyclic Time Series of Biological Signals Using Time-Growing Neural Network
2017 · Arash Gharehbaghi, Maria Linden · IEEE Transactions on Neural Networks and Learning Systems · 90
Deep Learning in Time Series Analysis
2023 · Arash Gharehbaghi · CRC Press eBooks · 67
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A review on generative AI models for synthetic medical text, time series, and longitudinal data
2025 · Mohammad Loni, Fatemeh Poursalim, et al. · npj Digital Medicine · 44
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Computerized screening of children congenital heart diseases
2008 · Amir A. Sepehri, Joel Hancq, et al. · Computer Methods and Programs in Biomedicine · 42
A novel method for discrimination between innocent and pathological heart murmurs
2015 · Arash Gharehbaghi, Magnus Borga, et al. · Medical Engineering & Physics · 39
An Intelligent Phonocardiography for Automated Screening of Pediatric Heart Diseases
2015 · Amir A. Sepehri, Armen Kocharian, et al. · Journal of Medical Systems · 37
A review on deep learning methods for heart sound signal analysis
2024 · Elaheh Partovi, Ankica Babic, et al. · Frontiers in Artificial Intelligence · 33
A pattern recognition framework for detecting dynamic changes on cyclic time series
2014 · Arash Gharehbaghi, Per Ask, et al. · Pattern Recognition · 29
Detection of systolic ejection click using time growing neural network
2014 · Arash Gharehbaghi, Thierry Dutoit, et al. · Medical Engineering & Physics · 29
A Novel Method for Screening Children with Isolated Bicuspid Aortic Valve
2015 · Arash Gharehbaghi, Thierry Dutoit, et al. · Cardiovascular Engineering and Technology · 27
An artificial intelligent-based model for detecting systolic pathological patterns of phonocardiogram based on time-growing neural network
2019 · Arash Gharehbaghi, Maria Lindén, et al. · Applied Soft Computing · 26
An automatic tool for pediatric heart sounds segmentation
2011 · Arash Gharehbaghi, Thierry Dutoit, et al. · Computing in cardiology · 25
Assessment of aortic valve stenosis severity using intelligent phonocardiography
2015 · Arash Gharehbaghi, Inger Ekman, et al. · International Journal of Cardiology · 22
Accurate detection of paroxysmal atrial fibrillation with certified-GAN and neural architecture search
2023 · Mehdi Asadi, Fatemeh Poursalim, et al. · Scientific Reports · 19
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A Decision Support System for Cardiac Disease Diagnosis Based on Machine Learning Methods
2017 · Gharehbaghi Arash, Lindén Maria, et al. · Studies in health technology and informatics · 19
A Novel Model for Screening Aortic Stenosis Using Phonocardiogram
2014 · Arash Gharehbaghi, Per Ask, et al. · World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany · 19
Structural Risk Evaluation of a Deep Neural Network and a Markov Model in Extracting Medical Information from Phonocardiography
2018 · Gharehbaghi Arash, Babic Ankica · Studies in health technology and informatics · 18
Intelligent Phonocardiography for Screening Ventricular Septal Defect Using Time Growing Neural Network
2017 · Gharehbaghi Arash, Sepehri Amir A., et al. · Studies in health technology and informatics · 16
A Hybrid Machine Learning Method for Detecting Cardiac Ejection Murmurs
2017 · Arash Gharehbaghi, Amir A. Sepehri, et al. · World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany · 15
An Intelligent Method for Discrimination between Aortic and Pulmonary Stenosis using Phonocardiogram
2015 · Arash Gharehbaghi, Amir A. Sepehri, et al. · World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany · 15
A Hybrid Model for Diagnosing Sever Aortic Stenosis in Asymptomatic Patients using Phonocardiogram
2015 · Arash Gharehbaghi, Per Ask, et al. · World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany · 14
Distinguishing Septal Heart Defects from the Valvular Regurgitation Using Intelligent Phonocardiography
2020 · Gharehbaghi Arash, Sepehri Amir A., et al. · Studies in health technology and informatics · 12
An Internet-Based Tool for Pediatric Cardiac Disease Diagnosis Using Intelligent Phonocardiography
2016 · Arash Gharehbaghi, Maria Lindén · Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering · 11
Works count: 51
Citation count: 1,288
H-index: 18
I10-index: 26
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