Publications

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Number of publications matching the search criterion: 22

Book chapter (1)

A Decision Support System for Cardiac Disease Diagnosis Based on Machine Learning Methods (Jul 2017)
Arash Ghareh Baghi, Maria Lindén, Ankica Babic
Informatics for Health: Connected Citizen-Led Wellness and Population Health (IHCCLWPH)

Journal article (12)

Accurate detection of paroxysmal atrial fibrillation with certified-GAN and neural architecture search (Jul 2023)
Mehdi Asadi , Fatemeh Poursalim , Mohammad Loni, Masoud Daneshtalab, Mikael Sjödin, Arash Ghareh Baghi
Nature Scientific Reports 13 (Sci. Rep. 13)

A Review on Deep Learning Methods for ECG Arrhythmia Classification (Jun 2020)
Zahra Ebrahimi , Mohammad Loni, Masoud Daneshtalab, Arash Ghareh Baghi
Expert Systems with Applications: X (ESWA: X)

A Deep Machine Learning Method for Classifying Cyclic Time Series of Biological Signals Using Time-Growing Neural Network (Sep 2018)
Arash Ghareh Baghi, Maria Lindén
IEEE Transactions on Neural Networks and Learning Systems (IEEE T N N L S)

A signal processing algorithm for improving the performance of a gyroscopic head-borne computer mouse (May 2017)
Jiaying Du, Christer Gerdtman, Arash Ghareh Baghi, Maria Lindén
Biomedical Signal Processing and Control (BSPC)

A Novel Method for Screening Children with Isolated Bicuspid Aortic Valve (Dec 2015)
Arash Ghareh Baghi, Thierry Dutoit , Amir A. Sepehri , Armen Kocharian , Maria Lindén
Cardiovascular Engineering and Technology (CVET)

An Intelligent Phonocardiography for Automated Screening of Pediatric Heart Diseases (Oct 2015)
Amir A. Sepehri , Armen Kocharian , Arash Ghareh Baghi
Journal of Medical Systems (J. Med. Syst.)

International Journal of Cardiology (Jul 2015)
Arash Ghareh Baghi, Inger Ekman , Per Ask , Eva Nylander , Birgitta Janerot Sjöberg
Assessment of aortic valve stenosis severity using intelligent phonocardiography (IJC)

A novel method for discrimination between innocent and pathological heart murmurs (May 2015)
Arash Ghareh Baghi, Magnus Borga , Birgitta Janerot Sjöberg , Per Ask
A novel method for discrimination between innocent and pathological heart murmurs (MEP)

A pattern recognition framework for detecting dynamic changes on cyclic time series (Mar 2015)
Arash Ghareh Baghi, Per Ask , Ankica Babic
Pattern Recognition (PR)

Detection of systolic ejection click using time growing neural network (Apr 2014)
Arash Ghareh Baghi, Thierry Dutoit , Per Ask , Leif Sörnmo
Detection of systolic ejection click using time growing neural network (MEP)

A novel method for pediatric heart sound segmentation without using the ECG (Jul 2010)
Amir A. Sepehri , Arash Ghareh Baghi, Thierry Dutoit , Armen Kocharian , A. Kiani
A novel method for pediatric heart sound segmentation without using the ECG (CMPB)

Computerized screening of children congenital heart diseases (Nov 2008)
Amir A. Sepehri , Joel Hancq , Thierry Dutoit , Arash Ghareh Baghi, Armen Kocharian , A. Kiani
Computerized screening of children congenital heart diseases (CMPB)

Conference/Workshop Paper (4)

Intelligent Phonocardiography for Screening Ventricular Septal Defect using Time Growing Neural Network (Jul 2017)
Arash Ghareh Baghi, Amir A. Sepehri , Maria Lindén, Ankica Babic
16th International Conference on Informatics, Management and Technology in Healthcare (ICIMTH 2017)

A Hybrid Machine Learning Method for Detecting Cardiac Ejection Murmurs (Jun 2017)
Arash Ghareh Baghi, Amir A. Sepehri , Maria Lindén, Ankica Babic
Joint Conference of the European Medical and Biological Engineering Conference (EMBEC) and the Nordic-Baltic Conference on Biomedical Engineering and Medical Physics (NBC) (EMBEC & NBC 2017)

An Internet-Based Tool for Pediatric Cardiac Disease Diagnosis using Intelligent Phonocardiography (Nov 2015)
Arash Ghareh Baghi, Maria Lindén
2nd EAI International Conference on IoT Technologies for HealthCare (HealthyIoT'15)

Extraction of Diagnostic Information from Phonocardiographic Signal Using Time-Growing Neural Network
Arash Ghareh Baghi, Ankica Babic, Amir A. Sepehri

Patent (1)

Method AND DEVICE FOR THE DETERMINATION OF MURMUR FREQUENCY BAND (Feb 2014)
Arash Ghareh Baghi, Amir A. Sepehri

Proceedings (Editor) (4)

A Hybrid Model for Diagnosing Sever Aortic Stenosis in Asymptomatic Patients using Phonocardiogram (Sep 2015)
Arash Ghareh Baghi, Per Ask , Eva Nylander , Birgitta Janerot Sjöberg , Inger Ekman , Maria Lindén, Ankica Babic
An Intelligent Method for Discrimination between Aortic and Pulmonary Stenosis using Phonocardiogram (IUPSEM)

An Intelligent Method for Discrimination between Aortic and Pulmonary Stenosis using Phonocardiogram (Sep 2015)
Arash Ghareh Baghi, Amir A. Sepehri , Armen Kocharian , Maria Lindén
An Intelligent Method for Discrimination between Aortic and Pulmonary Stenosis using Phonocardiogram (IUPSEM)

A Novel Model for Screening Aortic Stenosis Using Phonocardiogram (Dec 2014) -- Best Paper Award--
Arash Ghareh Baghi, Per Ask , Maria Lindén, Ankica Babic
A Novel Model for Screening Aortic Stenosis Using Phonocardiogram (NBC)

An Automatic Tool for Pediatric Heart Sounds Segmentation (Nov 2011)
Arash Ghareh Baghi, Thierry Dutoit , Amir A. Sepehri , Peter Hult , Per Ask
An Automatic Tool for Pediatric Heart Sounds Segmentation (CinC)

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