Ali Bahrami Rad
Ali Bahrami Rad
Visiting Assistant Professor, Emory University
Verified email at dbmi.emory.edu
Title
Cited by
Cited by
Year
Heart sound anomaly and quality detection using ensemble of neural networks without segmentation
M Zabihi, AB Rad, S Kiranyaz, M Gabbouj, AK Katsaggelos
2016 Computing in Cardiology Conference (CinC), 613-616, 2016
1082016
Detection of atrial fibrillation in ECG hand-held devices using a random forest classifier
M Zabihi, AB Rad, AK Katsaggelos, S Kiranyaz, S Narkilahti, M Gabbouj
2017 Computing in Cardiology (CinC), 1-4, 2017
862017
Classification of 12-lead ecgs: the physionet/computing in cardiology challenge 2020
EAP Alday, A Gu, AJ Shah, C Robichaux, AKI Wong, C Liu, F Liu, AB Rad, ...
Physiological measurement 41 (12), 124003, 2020
832020
Analysis of high-dimensional phase space via Poincaré section for patient-specific seizure detection
M Zabihi, S Kiranyaz, AB Rad, AK Katsaggelos, M Gabbouj, T Ince
IEEE Transactions on Neural Systems and Rehabilitation Engineering 24 (3 …, 2015
752015
ECG-based classification of resuscitation cardiac rhythms for retrospective data analysis
AB Rad, T Eftestøl, K Engan, U Irusta, JT Kvaløy, J Kramer-Johansen, ...
IEEE Transactions on Biomedical Engineering 64 (10), 2411-2418, 2017
672017
Spectro-temporal ECG analysis for atrial fibrillation detection
Z Zhao, S Särkkä, AB Rad
2018 IEEE 28Th international workshop on machine learning for signal …, 2018
132018
Automatic cardiac rhythm interpretation during resuscitation
AB Rad, K Engan, AK Katsaggelos, JT Kvaløy, L Wik, J Kramer-Johansen, ...
Resuscitation 102, 44-50, 2016
132016
Automatic cardiac rhythm classification with concurrent manual chest compressions
I Isasi, U Irusta, AB Rad, E Aramendi, M Zabihi, T Eftestøl, ...
IEEE Access 7, 115147-115159, 2019
122019
Phase spectrum prediction of audio signals
AB Rad, T Virtanen
2012 5Th international symposium on communications, control and signal …, 2012
122012
Classification of 12-lead ECGs: the PhysioNet/Computing in Cardiology Challenge 2020
MA Reyna, EAP Alday, A Gu, C Liu, S Seyedi, AB Rad, A Elola, Q Li, ...
2020 Computing in Cardiology, 1-4, 2020
92020
An automatic system for the comprehensive retrospective analysis of cardiac rhythms in resuscitation episodes
AB Rad, T Eftestøl, U Irusta, JT Kvaløy, L Wik, J Kramer-Johansen, ...
Resuscitation 122, 6-12, 2018
82018
Kalman-based spectro-temporal ECG analysis using deep convolutional networks for atrial fibrillation detection
Z Zhao, S Särkkä, AB Rad
Journal of Signal Processing Systems 92 (7), 621-636, 2020
72020
1d convolutional neural network models for sleep arousal detection
M Zabihi, AB Rad, S Kiranyaz, S Särkkä, M Gabbouj
arXiv preprint arXiv:1903.01552, 2019
62019
Real-time PCG Anomaly Detection by Adaptive 1D Convolutional Neural Networks
S Kiranyaz, M Zabihi, AB Rad, A Tahir, T Ince, R Hamila, M Gabbouj
arXiv preprint arXiv:1902.07238, 2019
62019
A Method for Designing the Double-Density Dual-Tree Discrete Wavelet Transform
B Dumitrescu, AB Rad
Proc. Int. TICSP Workshop on Local and Non-Local Approximation in Image …, 2008
62008
Real-time phonocardiogram anomaly detection by adaptive 1D convolutional neural networks
S Kiranyaz, M Zabihi, AB Rad, T Ince, R Hamila, M Gabbouj
Neurocomputing 411, 291-301, 2020
52020
Machine learning methods for neonatal mortality and morbidity classification
J Jaskari, J Myllärinen, M Leskinen, AB Rad, J Hollmén, S Andersson, ...
IEEE Access 8, 123347-123358, 2020
52020
EEG-based classification of microsleep by means of feature selection: an application in aviation
B Guragain, AB Rad, C Wang, AK Verma, L Archer, N Wilson, ...
2019 41st Annual International Conference of the IEEE Engineering in …, 2019
52019
Automatic sleep arousal detection using state distance analysis in phase space
M Zabihi, AB Rad, S Särkkä, S Kiranyaz, AK Katsaggelos, M Gabbouj
2018 Computing in Cardiology Conference (CinC) 45, 1-4, 2018
42018
Nearest-manifold classification approach for cardiac arrest rhythm interpretation during resuscitation
AB Rad, T Eftestøl, JT Kvaløy, U Ayala, J Kramer-Johansen, K Engan
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
42014
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Articles 1–20