Reza Sameni

According to our database, Reza Sameni authored at least 51 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Crowdsourced AI Framework for Atrial Fibrillation Detection in Apple Watch and Kardia Mobile ECGs.

Ali Bahrami Rad, Miguel Kirsch, Qiao Li, Joel Xue, Reza Sameni, Dave Albert, Gari D. Clifford

Sensors, September, 2024

Development of a Tremor Detection Algorithm for Use in an Academic Movement Disorders Center.

Mark Saad, Sofia Hefner, Suzann Donovan, Doug Bernhard, Richa Tripathi, Stewart A. Factor, Jeanne M. Powell, Hyeokhyen Kwon, Reza Sameni, Christine D. Esper, J. Lucas McKay

Sensors, August, 2024

A Survey on Blood Pressure Measurement Technologies: Addressing Potential Sources of Bias.

Seyedeh Somayyeh Mousavi, Matthew A. Reyna, Gari D. Clifford, Reza Sameni

Sensors, March, 2024

Electromechanical Dynamics of the Heart: A Study of Cardiac Hysteresis During Physical Stress Test.

Sajjad Karimi, Shirin Karimi, Amit J. Shah, Gari D. Clifford, Reza Sameni

CoRR, 2024

ECG-Image-Database: A Dataset of ECG Images with Real-World Imaging and Scanning Artifacts; A Foundation for Computerized ECG Image Digitization and Analysis.

Matthew A. Reyna, Deepanshi, James Weigle, Zuzana Koscova, Kiersten Campbell, Kshama Kodthalu Shivashankara, Soheil Saghafi, Sepideh Nikookar, Mohsen Motie Shirazi, Yashar Kiarashi, Salman Seyedi, Gari D. Clifford, Reza Sameni

CoRR, 2024

Two-layer retrieval augmented generation framework for low-resource medical question-answering: proof of concept using Reddit data.

Sudeshna Das, Yao Ge, Yuting Guo, Swati Rajwal, JaMor Hairston, Jeanne M. Powell, Drew Walker, Snigdha Peddireddy, Sahithi Lakamana, Selen Bozkurt, Matthew A. Reyna, Reza Sameni, Yunyu Xiao, Sangmi Kim, Rasheeta Chandler, Natalie Hernandez, Danielle Mowery, Rachel Wightman, Jennifer Love, Anthony Spadaro, Jeanmarie Perrone, Abeed Sarker

CoRR, 2024

Leveraging Large Language Models for Analyzing Blood Pressure Variations Across Biological Sex from Scientific Literature.

Yuting Guo, Seyedeh Somayyeh Mousavi, Reza Sameni, Abeed Sarker

CoRR, 2024

Learning from Two Decades of Blood Pressure Data: Demography-Specific Patterns Across 75 Million Patient Encounters.

Seyedeh Somayyeh Mousavi, Yuting Guo, Abeed Sarker, Reza Sameni

CoRR, 2024

2023

Beyond Heart Murmur Detection: Automatic Murmur Grading From Phonocardiogram.

Andoni Elola, Elisabete Aramendi, Jorge Oliveira, Francesco Renna, Miguel T. Coimbra, Matthew A. Reyna, Reza Sameni, Gari D. Clifford, Ali Bahrami Rad

IEEE J. Biomed. Health Informatics, August, 2023

Noisy Neonatal Chest Sound Separation for High-Quality Heart and Lung Sounds.

Ethan Grooby, Chiranjibi Sitaula, Davood Fattahi, Reza Sameni, Kenneth Tan, Lindsay Zhou, Arrabella King, Ashwin Ramanathan, Atul Malhotra, Guy Albert Dumont, Faezeh Marzbanrad

IEEE J. Biomed. Health Informatics, June, 2023

Hierarchical Attentive Network for Gestational Age Estimation in Low-Resource Settings.

Nasim Katebi, Reza Sameni, Peter Rohloff, Gari D. Clifford

IEEE J. Biomed. Health Informatics, May, 2023

Notes on Information Propagation in Noisy Multichannel Data Models: Insights into Sensor Selection and Fusion in Multimodal Biomedical Applications.

Reza Sameni

CoRR, 2023

Point-of-Care Real-Time Signal Quality for Fetal Doppler Ultrasound Using a Deep Learning Approach.

Mohsen Motie Shirazi, Reza Sameni, Peter Rohloff, Nasim Katebi, Gari D. Clifford

CoRR, 2023

Beyond Convergence: Identifiability of Machine Learning and Deep Learning Models.

Reza Sameni

CoRR, 2023

ECG-Image-Kit: A Synthetic Image Generation Toolbox to Facilitate Deep Learning-Based Electrocardiogram Digitization.

Kshama Kodthalu Shivashankara, Deepanshi, Afagh Mehri Shervedani, Gari D. Clifford, Matthew A. Reyna, Reza Sameni

CoRR, 2023

A Survey on Blood Pressure Measurement Technologies: Addressing Potential Sources of Bias.

Seyedeh Somayyeh Mousavi, Reza Sameni

CoRR, 2023

Electrode Selection for Noninvasive Fetal Electrocardiogram Extraction using Mutual Information Criteria.

Reza Sameni, Frédéric Vrins, Fabienne Parmentier, Christophe Hérail, Vincent Vigneron, Michel Verleysen, Christian Jutten, Mohammad B. Shamsollahi

CoRR, 2023

A Data-Driven Gaussian Process Filter for Electrocardiogram Denoising.

Mircea Dumitru, Qiao Li, Erick Andres Perez-Alday, Ali Bahrami Rad, Gari D. Clifford, Reza Sameni

CoRR, 2023

Predicting Neurological Recovery from Coma After Cardiac Arrest: The George B. Moody PhysioNet Challenge 2023.

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

Proceedings of the Computing in Cardiology, 2023

2022

Cramér-Rao Lower Bounds of Model-Based Electrocardiogram Parameter Estimation.

Davood Fattahi, Reza Sameni

IEEE Trans. Signal Process., 2022

The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification.

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

IEEE J. Biomed. Health Informatics, 2022

Model-Based Prediction and Optimal Control of Pandemics by Non-Pharmaceutical Interventions.

Reza Sameni

IEEE J. Sel. Top. Signal Process., 2022

Modeling Social Distancing and Quantifying Epidemic Disease Exposure in a Built Environment.

Chaitra Hegde, Ali Bahrami Rad, Reza Sameni, Gari David Clifford

IEEE J. Sel. Top. Signal Process., 2022

Real-Time Multi-Level Neonatal Heart and Lung Sound Quality Assessment for Telehealth Applications.

Ethan Grooby, Chiranjibi Sitaula, Davood Fattahi, Reza Sameni, Kenneth Tan, Lindsay Zhou, Arrabella King, Ashwin Ramanathan, Atul Malhotra, Guy Albert Dumont, Faezeh Marzbanrad

IEEE Access, 2022

A Blind Filtering Framework for Noisy Neonatal Chest Sounds.

Davood Fattahi, Reza Sameni, Ethan Grooby, Kenneth Tan, Lindsay Zhou, Arrabella King, Ashwin Ramanathan, Atul Malhotra, Faezeh Marzbanrad

IEEE Access, 2022

Subject-Independent Classification of Motor Imagery Tasks in EEG Using Multisubject Ensemble CNN.

Irina Dolzhikova, Berdakh Abibullaev, Reza Sameni, Amin Zollanvari

IEEE Access, 2022

Heart Murmur Detection from Phonocardiogram Recordings: The George B. Moody PhysioNet Challenge 2022.

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

Proceedings of the Computing in Cardiology, 2022

2021

Mythological Medical Machine Learning: Boosting the Performance of a Deep Learning Medical Data Classifier Using Realistic Physiological Models.

Ismail Sadiq, Erick Andres Perez-Alday, Amit J. Shah, Ali Bahrami Rad, Reza Sameni, Gari D. Clifford

CoRR, 2021

Noninvasive Fetal Electrocardiography: Models, Technologies and Algorithms.

Reza Sameni

CoRR, 2021

Hardware Synthesis of State-Space Equations; Application to FPGA Implementation of Shallow and Deep Neural Networks.

Amir-Hossein Kiamarzi, Pezhman Torabi, Reza Sameni

CoRR, 2021

A Hypothesis Testing Approach to Nonstationary Source Separation.

Reza Sameni, Christian Jutten

Proceedings of the IEEE Statistical Signal Processing Workshop, 2021

Is Riemannian Geometry Better than Euclidean in Averaging Covariance Matrices for CSP-based Subject-Independent Classification of Motor Imagery?

Yassawe Kainolda, Berdakh Abibullaev, Reza Sameni, Amin Zollanvari

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

An Ensemble CNN for Subject-Independent Classification of Motor Imagery-based EEG.

Irina Dolzhikova, Berdakh Abibullaev, Reza Sameni, Amin Zollanvari

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Temporally Nonstationary Component Analysis; Application to Noninvasive Fetal Electrocardiogram Extraction.

Fahimeh Jamshidian-Tehrani, Reza Sameni, Christian Jutten

IEEE Trans. Biomed. Eng., 2020

A Theoretical Analysis of the Peaking Phenomenon in Classification.

Amin Zollanvari, Alex Pappachen James, Reza Sameni

J. Classif., 2020

AdvFPCG-Delineator: Advanced delineator for fetal phonocardiography.

Selene Tomassini, Agnese Sbrollini, Annachiara Strazza, Reza Sameni, Ilaria Marcantoni, Micaela Morettini, Laura Burattini

Biomed. Signal Process. Control., 2020

2017

Online filtering using piecewise smoothness priors: Application to normal and abnormal electrocardiogram denoising.

Reza Sameni

Signal Process., 2017

Interpretive time-frequency analysis of genomic sequences.

Hamed Hassani-Saadi, Reza Sameni, Amin Zollanvari

BMC Bioinform., 2017

2016

High-Speed Hardware Implementation of Fixed and Runtime Variable Window Length 1-D Median Filters.

Eesa Nikahd, Payman Behnam, Reza Sameni

IEEE Trans. Circuits Syst. II Express Briefs, 2016

2014

Scoring consensus of multiple ECG annotators by optimal sequence alignment.

Masoumeh Haghpanahi, Reza Sameni, David A. Borkholder

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013

Morphological modeling of cardiac signals based on signal decomposition.

Ebadollah Kheirati Roonizi, Reza Sameni

Comput. Biol. Medicine, 2013

Noninvasive Fetal ECG: the PhysioNet/Computing in Cardiology Challenge 2013.

Ikaro Silva, Joachim Behar, Reza Sameni, Tingting Zhu, Julien Oster, Gari D. Clifford, George B. Moody

Proceedings of the Computing in Cardiology, 2013

Fetal QRS Complex Detection using Semi-Blind Source Separation Framework.

Fatemeh Razavipour, Masoumeh Haghpanahi, Reza Sameni

Proceedings of the Computing in Cardiology, 2013

A Robust Framework for Noninvasive Extraction of Fetal Electrocardiogram Signals.

Marzieh Fatemi, Mohammad Niknazar, Reza Sameni

Proceedings of the Computing in Cardiology, 2013

2010

A deflation procedure for subspace decomposition.

Reza Sameni, Christian Jutten, Mohammad Bagher Shamsollahi

IEEE Trans. Signal Process., 2010

2009

Sequential Blind Source Extraction For Quasi-Periodic Signals With Time-Varying Period.

Thato Tsalaile, Reza Sameni, Saeid Sanei, Christian Jutten, Jonathon A. Chambers

IEEE Trans. Biomed. Eng., 2009

Iterative Subspace Decomposition for Ocular Artifact Removal from EEG Recordings.

Cédric Gouy-Pailler, Reza Sameni, Marco Congedo, Christian Jutten

Proceedings of the Independent Component Analysis and Signal Separation, 2009

2008

Multichannel Electrocardiogram Decomposition Using Periodic Component Analysis.

Reza Sameni, Christian Jutten, Mohammad Bagher Shamsollahi

IEEE Trans. Biomed. Eng., 2008

MR artifact reduction in the simultaneous acquisition of EEG and FMRI of epileptic patients.

Ladan Amini, Reza Sameni, Christian Jutten, Gholam-Ali Hossein-Zadeh, Hamid Soltanian-Zadeh

Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007

A Nonlinear Bayesian Filtering Framework for ECG Denoising.

Reza Sameni, Mohammad Bagher Shamsollahi, Christian Jutten, Gari D. Clifford

IEEE Trans. Biomed. Eng., 2007

Multichannel ECG and Noise Modeling: Application to Maternal and Fetal ECG Signals.

Reza Sameni, Gari D. Clifford, Christian Jutten, Mohammad Bagher Shamsollahi

EURASIP J. Adv. Signal Process., 2007