Arash Ghareh Baghi, Researcher (not working at IDT anymore)
A review on generative AI models for synthetic medical text, time series, and longitudinal data (May 2025) Mohammad Loni, Fatemeh Poursalim , Mehdi Asadi , Arash Ghareh Baghi Nature Digital Medicine (npj Digit. Med.)
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)
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 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)