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Ali Bahrami Rad
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2020 – today
- 2024
- [j12]Ali Bahrami Rad
, Miguel Kirsch, Qiao Li, Joel Xue, Reza Sameni
, Dave Albert, Gari D. Clifford
:
A Crowdsourced AI Framework for Atrial Fibrillation Detection in Apple Watch and Kardia Mobile ECGs. Sensors 24(17): 5708 (2024) - [j11]Zifan Jiang
, Salman Seyedi
, Emily Griner
, Ahmed Abbasi
, Ali Bahrami Rad
, Hyeokhyen Kwon
, Robert O. Cotes
, Gari D. Clifford
:
Multimodal Mental Health Digital Biomarker Analysis From Remote Interviews Using Facial, Vocal, Linguistic, and Cardiovascular Patterns. IEEE J. Biomed. Health Informatics 28(3): 1680-1691 (2024) - [j10]Yashar Kiarashi
, Pradyumna B. Suresha
, Ali Bahrami Rad
, Matthew A. Reyna
, Conor Anderson, Jenny Foster
, Johanna Lantz
, Tania Villavicencio, Theresa Hamlin, Gari D. Clifford
:
Off-Body Sleep Analysis for Predicting Adverse Behavior in Individuals With Autism Spectrum Disorder. IEEE J. Biomed. Health Informatics 28(11): 6886-6896 (2024) - [i9]Barun Das, Conor Anderson, Tania Villavicencio, Johanna Lantz, Jenny Foster, Theresa Hamlin, Ali Bahrami Rad, Gari D. Clifford, Hyeokhyen Kwon:
Explainable Artificial Intelligence for Quantifying Interfering and High-Risk Behaviors in Autism Spectrum Disorder in a Real-World Classroom Environment Using Privacy-Preserving Video Analysis. CoRR abs/2407.21691 (2024) - 2023
- [j9]Andoni Elola
, Elisabete Aramendi
, Jorge Oliveira
, Francesco Renna
, Miguel T. Coimbra
, Matthew A. Reyna
, Reza Sameni, Gari D. Clifford
, Ali Bahrami Rad:
Beyond Heart Murmur Detection: Automatic Murmur Grading From Phonocardiogram. IEEE J. Biomed. Health Informatics 27(8): 3856-3866 (2023) - [c17]Trygve Eftestøl, Mari A Hognestad, Sander A. Søndeland, Ali Bahrami Rad, Elisabete Aramendi, Lars Wik, Jo Kramer-Johansen:
A Convolutional Neural Network Approach for Interpreting Cardiac Rhythms from Resuscitation of Cardiac Arrest Patients. CinC 2023: 1-4 - [c16]Matthew A. Reyna, Edilberto Amorim, Reza Sameni, James Weigle, Andoni Elola, Ali Bahrami Rad, Salman Seyedi, Hyeokhyen Kwon, Wei-Long Zheng, Mohammad M. Ghassemi, Michel J. A. M. van Putten, Jeannette Hofmeijer, Nicolas Gaspard, Adithya Sivaraju, Susan T. Herman, Jong Woo Lee, M. Brandon Westover, Gari D. Clifford:
Predicting Neurological Recovery from Coma After Cardiac Arrest: The George B. Moody PhysioNet Challenge 2023. CinC 2023: 1-4 - [i8]Mircea Dumitru, Qiao Li, Erick Andres Perez-Alday, Ali Bahrami Rad, Gari D. Clifford, Reza Sameni:
A Data-Driven Gaussian Process Filter for Electrocardiogram Denoising. CoRR abs/2301.02607 (2023) - 2022
- [j8]Chaitra Hegde
, Ali Bahrami Rad, Reza Sameni, Gari David Clifford
:
Modeling Social Distancing and Quantifying Epidemic Disease Exposure in a Built Environment. IEEE J. Sel. Top. Signal Process. 16(2): 289-299 (2022) - [j7]Jorge Oliveira
, Francesco Renna
, Paulo Dias Costa
, Diogo Marcelo Nogueira
, Cristina Oliveira, Carlos Abreu Ferreira, Alípio Mário Jorge
, Sandra da Silva Mattos
, Thamine Hatem, Thiago Tavares, Andoni Elola, Ali Bahrami Rad, Reza Sameni
, Gari D. Clifford
, Miguel T. Coimbra
:
The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification. IEEE J. Biomed. Health Informatics 26(6): 2524-2535 (2022) - [c15]Matthew A. Reyna, Yashar Kiarashi
, Andoni Elola, Jorge Oliveira, Francesco Renna, Annie Gu, Erick Andres Perez-Alday, Nadi Sadr, Ashish Sharma, Sandra da Silva Mattos
, Miguel T. Coimbra
, Reza Sameni, Ali Bahrami Rad, Gari D. Clifford:
Heart Murmur Detection from Phonocardiogram Recordings: The George B. Moody PhysioNet Challenge 2022. CinC 2022: 1-4 - [i7]Andoni Elola, Elisabete Aramendi, Jorge Oliveira, Francesco Renna, Miguel T. Coimbra, Matthew A. Reyna, Reza Sameni, Gari D. Clifford, Ali Bahrami Rad:
Beyond Heart Murmur Detection: Automatic Murmur Grading from Phonocardiogram. CoRR abs/2209.13385 (2022) - 2021
- [j6]Ayse S. Cakmak
, Erick Andres Perez-Alday
, Giulia Da Poian, Ali Bahrami Rad, Thomas J. Metzler, Thomas Neylan, Stacey L. House, Francesca L. Beaudoin, Xinming An, Jennifer S. Stevens
, Donglin Zeng, Sarah D. Linnstaedt, Tanja Jovanovic, Laura T. Germine
, Kenneth A. Bollen, Scott L. Rauch, Christopher A. Lewandowski, Phyllis L. Hendry, Sophia Sheikh
, Alan B. Storrow, Paul I. Musey, John P. Haran, Christopher W. Jones, Brittany E. Punches
, Robert A. Swor, Nina T. Gentile, Meghan McGrath, Mark J. Seamon, Kamran Mohiuddin, Anna M. Chang, Claire Pearson, Robert M. Domeier, Steven E. Bruce, Brian J. O'Neil, Niels K. Rathlev, Leon D. Sanchez, Robert H. Pietrzak, Jutta Joormann, Deanna M. Barch, Diego A. Pizzagalli, Steven E. Harte, James M. Elliott, Ronald C. Kessler, Karestan C. Koenen
, Kerry J. Ressler, Samuel A. McLean, Qiao Li, Gari D. Clifford:
Classification and Prediction of Post-Trauma Outcomes Related to PTSD Using Circadian Rhythm Changes Measured via Wrist-Worn Research Watch in a Large Longitudinal Cohort. IEEE J. Biomed. Health Informatics 25(8): 2866-2876 (2021) - [c14]Iraia Isasi, Erik Alonso
, Unai Irusta, Elisabete Aramendi
, Morteza Zabihi, Ali Bahrami Rad, Trygve Eftestøl, Jo Kramer-Johansen, Lars Wik:
A Machine Learning-Based Pulse Detection Algorithm for Use During Cardiopulmonary Resuscitation. CinC 2021: 1-4 - [c13]Matthew A. Reyna, Nadi Sadr, Erick Andres Perez-Alday, Annie Gu, Amit J. Shah, Chad Robichaux, Ali Bahrami Rad, Andoni Elola, Salman Seyedi, Sardar Ansari, Hamid Ghanbari, Qiao Li, Ashish Sharma, Gari D. Clifford:
Will Two Do? Varying Dimensions in Electrocardiography: The PhysioNet/Computing in Cardiology Challenge 2021. CinC 2021: 1-4 - [i6]Jorge Oliveira, Francesco Renna, Paulo Dias Costa, Diogo Marcelo Nogueira, Cristina Oliveira, Carlos Abreu Ferreira, Alípio M. Jorge, Sandra da Silva Mattos, Thamine Hatem, Thiago Tavares, Andoni Elola, Ali Bahrami Rad, Reza Sameni, Gari D. Clifford, Miguel T. Coimbra:
The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification. CoRR abs/2108.00813 (2021) - [i5]Ismail Sadiq, Erick Andres Perez-Alday, Amit J. Shah, Ali Bahrami Rad, Reza Sameni, Gari D. Clifford:
Mythological Medical Machine Learning: Boosting the Performance of a Deep Learning Medical Data Classifier Using Realistic Physiological Models. CoRR abs/2112.15442 (2021) - 2020
- [j5]Joel Jaskari
, Janne Myllärinen, Markus Leskinen
, Ali Bahrami Rad, Jaakko Hollmén, Sture Andersson, Simo Särkkä
:
Machine Learning Methods for Neonatal Mortality and Morbidity Classification. IEEE Access 8: 123347-123358 (2020) - [j4]Serkan Kiranyaz
, Morteza Zabihi, Ali Bahrami Rad, Turker Ince, Ridha Hamila, Moncef Gabbouj
:
Real-time phonocardiogram anomaly detection by adaptive 1D Convolutional Neural Networks. Neurocomputing 411: 291-301 (2020) - [j3]Zheng Zhao, Simo Särkkä, Ali Bahrami Rad:
Kalman-based Spectro-Temporal ECG Analysis using Deep Convolutional Networks for Atrial Fibrillation Detection. J. Signal Process. Syst. 92(7): 621-636 (2020) - [c12]Trygve Eftestøl, Svein E. Stokka, Jan Terje Kvaløy, Ali Bahrami Rad, Unai Irusta, Elisabete Aramendi
, Erik Alonso
, Trond Nordseth, Eirik Skogvoll
, Lars Wik, Jo Kramer-Johansen:
A Probabilistic Function to Model the Relationship between Quality of Chest Compressions and the Physiological Response for Patients in Cardiac Arrest. CinC 2020: 1-4 - [c11]Haizea Lasa, Unai Irusta, Trygve Eftestøl, Elisabete Aramendi
, Ali Bahrami Rad, Jo Kramer-Johansen, Lars Wik:
Multimodal Biosignal Analysis Algorithm for the Classification of Cardiac Rhythms During Resuscitation. CinC 2020: 1-4 - [c10]Matthew A. Reyna, Erick Andres Perez-Alday, Annie Gu, Chengyu Liu, Salman Seyedi, Ali Bahrami Rad, Andoni Elola, Qiao Li, Ashish Sharma, Gari D. Clifford:
Classification of 12-lead ECGs: the PhysioNet/Computing in Cardiology Challenge 2020. CinC 2020: 1-4 - [i4]Ayse S. Cakmak, Nina Thigpen, Garrett Honke, Erick Andres Perez-Alday, Ali Bahrami Rad, Rebecca Adaimi, Chia-Jung Chang, Qiao Li, Pramod Gupta, Thomas Neylan, Samuel A. McLean, Gari D. Clifford:
Using Convolutional Variational Autoencoders to Predict Post-Trauma Health Outcomes from Actigraphy Data. CoRR abs/2011.07406 (2020)
2010 – 2019
- 2019
- [j2]Iraia Isasi
, Unai Irusta, Ali Bahrami Rad, Elisabete Aramendi
, Morteza Zabihi, Trygve Eftestøl, Jo Kramer-Johansen, Lars Wik:
Automatic Cardiac Rhythm Classification With Concurrent Manual Chest Compressions. IEEE Access 7: 115147-115159 (2019) - [c9]Bijay Guragain, Ali Bahrami Rad, Chunwu Wang, Ajay K. Verma, Lewis Archer, Nicholas Wilson
, Kouhyar Tavakolian:
EEG-based Classification of Microsleep by Means of Feature Selection: An Application in Aviation. EMBC 2019: 4060-4063 - [i3]Morteza Zabihi, Ali Bahrami Rad, Serkan Kiranyaz, Simo Särkkä, Moncef Gabbouj:
1D Convolutional Neural Network Models for Sleep Arousal Detection. CoRR abs/1903.01552 (2019) - [i2]Ali Bahrami Rad, Morteza Zabihi, Zheng Zhao, Moncef Gabbouj, Aggelos K. Katsaggelos, Simo Särkkä:
Automated Polysomnography Analysis for Detection of Non-Apneic and Non-Hypopneic Arousals using Feature Engineering and a Bidirectional LSTM Network. CoRR abs/1909.02971 (2019) - 2018
- [c8]Iraia Isasi
, Ali Bahrami Rad, Unai Irusta, Morteza Zabihi, Elisabete Aramendi, Trygve Eftestøl, Jo Kramer-Johansen, Lars Wik:
ECG Rhythm Analysis During Manual Chest Compressions Using an Artefact Removal Filter and Random Forest Classifiers. CinC 2018: 1-4 - [c7]Morteza Zabihi, Ali Bahrami Rad, Simo Särkkä, Serkan Kiranyaz
, Aggelos K. Katsaggelos
, Moncef Gabbouj
:
Automatic Sleep Arousal Detection Using Multimodal Biosignal Analysis. CinC 2018: 1-4 - [c6]Zheng Zhao, Simo Särkkä, Ali Bahrami Rad:
Spectro-Temporal ECG Analysis for atrial fibrillation Detection. MLSP 2018: 1-6 - [i1]Zheng Zhao, Simo Särkkä, Ali Bahrami Rad:
Kalman-based Spectro-Temporal ECG Analysis using Deep Convolutional Networks for Atrial Fibrillation Detection. CoRR abs/1812.05555 (2018) - 2017
- [j1]Ali Bahrami Rad
, Trygve Eftestøl, Kjersti Engan
, Unai Irusta
, Jan Terje Kvaløy, Jo Kramer-Johansen, Lars Wik, Aggelos K. Katsaggelos
:
ECG-Based Classification of Resuscitation Cardiac Rhythms for Retrospective Data Analysis. IEEE Trans. Biomed. Eng. 64(10): 2411-2418 (2017) - [c5]Morteza Zabihi, Ali Bahrami Rad
, Aggelos K. Katsaggelos
, Serkan Kiranyaz
, Susanna Narkilahti, Moncef Gabbouj
:
Detection of Atrial Fibrillation in ECG Hand-held Devices Using a Random Forest Classifier. CinC 2017 - 2016
- [c4]Morteza Zabihi, Ali Bahrami Rad, Serkan Kiranyaz, Moncef Gabbouj, Aggelos K. Katsaggelos:
Heart Sound Anomaly and Quality Detection using Ensemble of Neural Networks without Segmentation. CinC 2016 - 2014
- [c3]Ali Bahrami Rad
, Trygve Eftestøl, Jan Terje Kvaløy, Unai Ayala
, Jo Kramer-Johansen, Kjersti Engan
:
Nearest-manifold classification approach for cardiac arrest rhythm interpretation during resuscitation. ICASSP 2014: 3621-3625 - 2013
- [c2]Ali Bahrami Rad, Trygve Eftestøl, Jan Terje Kvaløy, Unai Ayala, Jo Kramer-Johansen, Kjersti Engan:
Probabilistic Classification Approaches for Cardiac Arrest Rhythm Interpretation during Resuscitation. CinC 2013: 125-128 - 2012
- [c1]Ali Bahrami Rad
, Tuomas Virtanen
:
Phase spectrum prediction of audio signals. ISCCSP 2012: 1-5
Coauthor Index
aka: Gari David Clifford

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last updated on 2025-01-09 12:59 CET by the dblp team
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