Reza Sameni

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 43

Top Topics

Fpga Implementation

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Yuting Guo, Seyedeh Somayyeh Mousavi, Reza Sameni, Abeed Sarker
Leveraging Large Language Models for Analyzing Blood Pressure Variations Across Biological Sex from Scientific Literature. CoRR (2024)
Seyedeh Somayyeh Mousavi, Matthew A. Reyna, Gari D. Clifford, Reza Sameni
A Survey on Blood Pressure Measurement Technologies: Addressing Potential Sources of Bias. Sensors 24 (6) (2024)
Seyedeh Somayyeh Mousavi, Yuting Guo, Abeed Sarker, Reza Sameni
Learning from Two Decades of Blood Pressure Data: Demography-Specific Patterns Across 75 Million Patient Encounters. CoRR (2024)
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
Development of a Tremor Detection Algorithm for Use in an Academic Movement Disorders Center. Sensors 24 (15) (2024)
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
Two-layer retrieval augmented generation framework for low-resource medical question-answering: proof of concept using Reddit data. CoRR (2024)
Seyedeh Somayyeh Mousavi, Reza Sameni
A Survey on Blood Pressure Measurement Technologies: Addressing Potential Sources of Bias. CoRR (2023)
Mohsen Motie Shirazi, Reza Sameni, Peter Rohloff, Nasim Katebi, Gari D. Clifford
Point-of-Care Real-Time Signal Quality for Fetal Doppler Ultrasound Using a Deep Learning Approach. CoRR (2023)
Kshama Kodthalu Shivashankara, Afagh Mehri Shervedani, Reza Sameni
A Synthetic Electrocardiogram (ECG) Image Generation Toolbox to Facilitate Deep Learning-Based Scanned ECG Digitization. CoRR (2023)
Ethan Grooby, Chiranjibi Sitaula, Davood Fattahi, Reza Sameni, Kenneth Tan, Lindsay Zhou, Arrabella King, Ashwin Ramanathan, Atul Malhotra, Guy Albert Dumont, Faezeh Marzbanrad
Noisy Neonatal Chest Sound Separation for High-Quality Heart and Lung Sounds. IEEE J. Biomed. Health Informatics 27 (6) (2023)
Reza Sameni
Notes on Information Propagation in Noisy Multichannel Data Models: Insights into Sensor Selection and Fusion in Multimodal Biomedical Applications. CoRR (2023)
Nasim Katebi, Reza Sameni, Peter Rohloff, Gari D. Clifford
Hierarchical Attentive Network for Gestational Age Estimation in Low-Resource Settings. IEEE J. Biomed. Health Informatics 27 (5) (2023)
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 (2023)
Reza Sameni
Beyond Convergence: Identifiability of Machine Learning and Deep Learning Models. CoRR (2023)
Reza Sameni, Frédéric Vrins, Fabienne Parmentier, Christophe Hérail, Vincent Vigneron, Michel Verleysen, Christian Jutten, Mohammad B. Shamsollahi
Electrode Selection for Noninvasive Fetal Electrocardiogram Extraction using Mutual Information Criteria. CoRR (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
Predicting Neurological Recovery from Coma After Cardiac Arrest: The George B. Moody PhysioNet Challenge 2023. CinC (2023)
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) (2023)
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) (2022)
Davood Fattahi, Reza Sameni, Ethan Grooby, Kenneth Tan, Lindsay Zhou, Arrabella King, Ashwin Ramanathan, Atul Malhotra, Faezeh Marzbanrad
A Blind Filtering Framework for Noisy Neonatal Chest Sounds. IEEE Access 10 (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
Heart Murmur Detection from Phonocardiogram Recordings: The George B. Moody PhysioNet Challenge 2022. CinC (2022)
Ethan Grooby, Chiranjibi Sitaula, Davood Fattahi, Reza Sameni, Kenneth Tan, Lindsay Zhou, Arrabella King, Ashwin Ramanathan, Atul Malhotra, Guy Albert Dumont, Faezeh Marzbanrad
Noisy Neonatal Chest Sound Separation for High-Quality Heart and Lung Sounds. CoRR (2022)
Davood Fattahi, Reza Sameni
Cramér-Rao Lower Bounds of Model-Based Electrocardiogram Parameter Estimation. IEEE Trans. Signal Process. 70 (2022)
Reza Sameni
Model-Based Prediction and Optimal Control of Pandemics by Non-Pharmaceutical Interventions. IEEE J. Sel. Top. Signal Process. 16 (2) (2022)
Ethan Grooby, Chiranjibi Sitaula, Davood Fattahi, Reza Sameni, Kenneth Tan, Lindsay Zhou, Arrabella King, Ashwin Ramanathan, Atul Malhotra, Guy Albert Dumont, Faezeh Marzbanrad
Real-Time Multi-Level Neonatal Heart and Lung Sound Quality Assessment for Telehealth Applications. IEEE Access 10 (2022)
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) (2022)
Irina Dolzhikova, Berdakh Abibullaev, Reza Sameni, Amin Zollanvari
Subject-Independent Classification of Motor Imagery Tasks in EEG Using Multisubject Ensemble CNN. IEEE Access 10 (2022)
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 (2022)
Irina Dolzhikova, Berdakh Abibullaev, Reza Sameni, Amin Zollanvari
An Ensemble CNN for Subject-Independent Classification of Motor Imagery-based EEG. EMBC (2021)
Ethan Grooby, Chiranjibi Sitaula, Davood Fattahi, Reza Sameni, Kenneth Tan, Lindsay Zhou, Arrabella King, Ashwin Ramanathan, Atul Malhotra, Guy Albert Dumont, Faezeh Marzbanrad
Real-Time Multi-Level Neonatal Heart and Lung Sound Quality Assessment for Telehealth Applications. CoRR (2021)
Reza Sameni
Noninvasive Fetal Electrocardiography: Models, Technologies and Algorithms. CoRR (2021)
Reza Sameni, Christian Jutten
A Hypothesis Testing Approach to Nonstationary Source Separation. CoRR (2021)
Amir-Hossein Kiamarzi, Pezhman Torabi, Reza Sameni
Hardware Synthesis of State-Space Equations; Application to FPGA Implementation of Shallow and Deep Neural Networks. CoRR (2021)
Fahimeh Jamshidian-Tehrani, Reza Sameni, Christian Jutten
Temporally Nonstationary Component Analysis; Application to Noninvasive Fetal Electrocardiogram Extraction. CoRR (2021)
Reza Sameni, Christian Jutten
A Hypothesis Testing Approach to Nonstationary Source Separation. SSP (2021)
Yassawe Kainolda, Berdakh Abibullaev, Reza Sameni, Amin Zollanvari
Is Riemannian Geometry Better than Euclidean in Averaging Covariance Matrices for CSP-based Subject-Independent Classification of Motor Imagery? EMBC (2021)
Jorge Oliveira, Francesco Renna, Paulo Dias Costa, 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 (2021)
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 (2021)
Fahimeh Jamshidian-Tehrani, Reza Sameni, Christian Jutten
Temporally Nonstationary Component Analysis; Application to Noninvasive Fetal Electrocardiogram Extraction. IEEE Trans. Biomed. Eng. 67 (5) (2020)
Amin Zollanvari, Alex Pappachen James, Reza Sameni
A Theoretical Analysis of the Peaking Phenomenon in Classification. J. Classif. 37 (2) (2020)
Selene Tomassini, Agnese Sbrollini, Annachiara Strazza, Reza Sameni, Ilaria Marcantoni, Micaela Morettini, Laura Burattini
AdvFPCG-Delineator: Advanced delineator for fetal phonocardiography. Biomed. Signal Process. Control. 61 (2020)
Hamed Hassani-Saadi, Reza Sameni, Amin Zollanvari
Interpretive time-frequency analysis of genomic sequences. BMC Bioinform. 18 (S-4) (2017)
Reza Sameni
Online filtering using piecewise smoothness priors: Application to normal and abnormal electrocardiogram denoising. Signal Process. 133 (2017)
Hamed Hassani-Saadi, Reza Sameni, Amin Zollanvari
Interpretive Time-Frequency Analysis of Genomic Sequences. BCB (2016)
Eesa Nikahd, Payman Behnam, Reza Sameni
High-Speed Hardware Implementation of Fixed and Runtime Variable Window Length 1-D Median Filters. IEEE Trans. Circuits Syst. II Express Briefs (5) (2016)
Masoumeh Haghpanahi, Reza Sameni, David A. Borkholder
Scoring consensus of multiple ECG annotators by optimal sequence alignment. EMBC (2014)
Ikaro Silva, Joachim Behar, Reza Sameni, Tingting Zhu, Julien Oster, Gari D. Clifford, George B. Moody
Noninvasive Fetal ECG: the PhysioNet/Computing in Cardiology Challenge 2013. CinC (2013)
Marzieh Fatemi, Mohammad Niknazar, Reza Sameni
A Robust Framework for Noninvasive Extraction of Fetal Electrocardiogram Signals. CinC (2013)
Fatemeh Razavipour, Masoumeh Haghpanahi, Reza Sameni
Fetal QRS Complex Detection using Semi-Blind Source Separation Framework. CinC (2013)
Ebadollah Kheirati Roonizi, Reza Sameni
Morphological modeling of cardiac signals based on signal decomposition. Comput. Biol. Medicine 43 (10) (2013)
Reza Sameni, Christian Jutten, Mohammad Bagher Shamsollahi
A deflation procedure for subspace decomposition. IEEE Trans. Signal Process. 58 (4) (2010)
Thato Tsalaile, Reza Sameni, Saeid Sanei, Christian Jutten, Jonathon A. Chambers
Sequential Blind Source Extraction For Quasi-Periodic Signals With Time-Varying Period. IEEE Trans. Biomed. Eng. 56 (3) (2009)
Cédric Gouy-Pailler, Reza Sameni, Marco Congedo, Christian Jutten
Iterative Subspace Decomposition for Ocular Artifact Removal from EEG Recordings. ICA (2009)
Ladan Amini, Reza Sameni, Christian Jutten, Gholam-Ali Hossein-Zadeh, Hamid Soltanian-Zadeh
MR artifact reduction in the simultaneous acquisition of EEG and FMRI of epileptic patients. EUSIPCO (2008)
Reza Sameni, Christian Jutten, Mohammad Bagher Shamsollahi
Multichannel Electrocardiogram Decomposition Using Periodic Component Analysis. IEEE Trans. Biomed. Eng. 55 (8) (2008)
Reza Sameni, Gari D. Clifford, Christian Jutten, Mohammad Bagher Shamsollahi
Multichannel ECG and Noise Modeling: Application to Maternal and Fetal ECG Signals. EURASIP J. Adv. Signal Process. 2007 (2007)
Reza Sameni, Mohammad Bagher Shamsollahi, Christian Jutten, Gari D. Clifford
A Nonlinear Bayesian Filtering Framework for ECG Denoising. IEEE Trans. Biomed. Eng. 54 (12) (2007)