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ORCIDArash Gharehbaghi
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2020 – today
- 2024
[j11]Elaheh Partovi
, Ankica Babic, Arash Gharehbaghi:
A review on deep learning methods for heart sound signal analysis. Frontiers Artif. Intell. 7 (2024)- [i2]Mohammad Loni, Fatemeh Poursalim, Mehdi Asadi, Arash Gharehbaghi:
A Review on Generative AI Models for Synthetic Medical Text, Time Series, and Longitudinal Data. CoRR abs/2411.12274 (2024) - 2023
- [j10]Arash Gharehbaghi, Elaheh Partovi:
Accuracy of a Deep Learning Method for Heart Sound Analysis is Unrealistic. Neural Networks 159: 107-108 (2023) - [c9]Arash Gharehbaghi, Elaheh Partovi, Ankica Babic:
Recurrent vs Non-Recurrent Convolutional Neural Networks for Heart Sound Classification. ICIMTH 2023: 436-439 - [c8]Arash Gharehbaghi, Elaheh Partovi, Ankica Babic:
Parralel Recurrent Convolutional Neural Network for Abnormal Heart Sound Classification. MIE 2023: 526-530 - [i1]Mehdi Asadi, Fatemeh Poursalim, Mohammad Loni, Masoud Daneshtalab, Mikael Sjödin, Arash Gharehbaghi:
Accurate Detection of Paroxysmal Atrial Fibrillation with Certified-GAN and Neural Architecture Search. CoRR abs/2301.10173 (2023) - 2022
- [c7]Arash Gharehbaghi, Ankica Babic:
Deep Time Growing Neural Network vs Convolutional Neural Network for Intelligent Phonocardiography. ICIMTH 2022: 491-494 - 2021
- [j9]Mohammad Mahdi Aghajary, Arash Gharehbaghi:
A novel adaptive control design method for stochastic nonlinear systems using neural network. Neural Comput. Appl. 33(15): 9259-9287 (2021) - [c6]Arash Gharehbaghi, Ankica Babic:
A-Test Method for Quantifying Structural Risk and Learning Capacity of Supervised Machine Learning Methods. ICIMTH 2021: 132-135 - 2020
- [j8]Zahra Ebrahimi, Mohammad Loni, Masoud Daneshtalab, Arash Gharehbaghi:
A review on deep learning methods for ECG arrhythmia classification. Expert Syst. Appl. X 7: 100033 (2020) - [c5]Arash Gharehbaghi, Amir A. Sepehri, Ankica Babic:
Distinguishing Septal Heart Defects from the Valvular Regurgitation Using Intelligent Phonocardiography. MIE 2020: 178-182
2010 – 2019
- 2019
- [j7]Arash Gharehbaghi, Maria Lindén, Ankica Babic:
An artificial intelligent-based model for detecting systolic pathological patterns of phonocardiogram based on time-growing neural network. Appl. Soft Comput. 83 (2019) - [c4]Arash Gharehbaghi, Amir A. Sepehri, Ankica Babic:
An Edge Computing Method for Extracting Pathological Information from Phonocardiogram. ICIMTH 2019: 364-367 - 2018
- [j6]Arash Gharehbaghi, Maria Lindén:
A Deep Machine Learning Method for Classifying Cyclic Time Series of Biological Signals Using Time-Growing Neural Network. IEEE Trans. Neural Networks Learn. Syst. 29(9): 4102-4115 (2018) - [c3]Arash Gharehbaghi, Ankica Babic:
Structural Risk Evaluation of a Deep Neural Network and a Markov Model in Extracting Medical Information from Phonocardiography. ICIMTH 2018: 157-160 - 2017
- [j5]Jiaying Du, Christer Gerdtman, Arash Gharehbaghi, Maria Lindén:
A signal processing algorithm for improving the performance of a gyroscopic head-borne computer mouse. Biomed. Signal Process. Control. 35: 30-37 (2017) - [c2]Arash Gharehbaghi, Amir A. Sepehri, Maria Lindén, Ankica Babic:
Intelligent Phonocardiography for Screening Ventricular Septal Defect Using Time Growing Neural Network. ICIMTH 2017: 108-111 - 2016
- [j4]Amir A. Sepehri, Armen Kocharian, Azin S. Janani, Arash Gharehbaghi:
An Intelligent Phonocardiography for Automated Screening of Pediatric Heart Diseases. J. Medical Syst. 40(1): 16:1-16:10 (2016) - 2015
- [j3]Arash Gharehbaghi, Per Ask, Ankica Babic:
A pattern recognition framework for detecting dynamic changes on cyclic time series. Pattern Recognit. 48(3): 696-708 (2015) - [c1]Arash Gharehbaghi, Maria Lindén:
An Internet-Based Tool for Pediatric Cardiac Disease Diagnosis Using Intelligent Phonocardiography. IoT 360 (1) 2015: 443-447 - 2010
- [j2]Amir A. Sepehri, Arash Gharehbaghi, Thierry Dutoit, Armen Kocharian, Abdolrazagh Kiani:
A novel method for pediatric heart sound segmentation without using the ECG. Comput. Methods Programs Biomed. 99(1): 43-48 (2010)
2000 – 2009
- 2008
- [j1]Amir A. Sepehri, Joel Hancq, Thierry Dutoit, Arash Gharehbaghi, Armen Kocharian, Abdolrazagh Kiani:
Computerized screening of children congenital heart diseases. Comput. Methods Programs Biomed. 92(2): 186-192 (2008)
Coauthor Index
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