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)

A Nonlinear Bayesian Filtering Framework for ECG Denoising. - Reza Sameni; Mohammad Bagher Shamsollahi; Christian Jutten; Gari D. Clifford (IEEE Trans. Biomed. Eng., 2007)

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 (EUSIPCO, 2008)

Multichannel Electrocardiogram Decomposition Using Periodic Component Analysis. - Reza Sameni; Christian Jutten; Mohammad Bagher Shamsollahi (IEEE Trans. Biomed. Eng., 2008)

Iterative Subspace Decomposition for Ocular Artifact Removal from EEG Recordings. - Cédric Gouy-Pailler; Reza Sameni; Marco Congedo; Christian Jutten (ICA, 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)

A deflation procedure for subspace decomposition. - Reza Sameni; Christian Jutten; Mohammad Bagher Shamsollahi (IEEE Trans. Signal Process., 2010)

A Robust Framework for Noninvasive Extraction of Fetal Electrocardiogram Signals. - Marzieh Fatemi; Mohammad Niknazar; Reza Sameni (CinC, 2013)

Fetal QRS Complex Detection using Semi-Blind Source Separation Framework. - Fatemeh Razavipour; Masoumeh Haghpanahi; Reza Sameni (CinC, 2013)

Noninvasive Fetal ECG: the PhysioNet/Computing in Cardiology Challenge 2013. - Ikaro Silva; Joachim Behar; Reza Sameni; Tingting Zhu 001; Julien Oster; Gari D. Clifford; George B. Moody (CinC, 2013)

Morphological modeling of cardiac signals based on signal decomposition. - Ebadollah Kheirati Roonizi; Reza Sameni (Comput. Biol. Medicine, 2013)

Scoring consensus of multiple ECG annotators by optimal sequence alignment. - Masoumeh Haghpanahi; Reza Sameni; David A. Borkholder (EMBC, 2014)

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)

Interpretive time-frequency analysis of genomic sequences. - Hamed Hassani-Saadi; Reza Sameni; Amin Zollanvari (BMC Bioinform., 2017)

Online filtering using piecewise smoothness priors: Application to normal and abnormal electrocardiogram denoising. - Reza Sameni (Signal Process., 2017)

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)

A Theoretical Analysis of the Peaking Phenomenon in Classification. - Amin Zollanvari; Alex Pappachen James; Reza Sameni (J. Classif., 2020)

Temporally Nonstationary Component Analysis; Application to Noninvasive Fetal Electrocardiogram Extraction. - Fahimeh Jamshidian-Tehrani; Reza Sameni; Christian Jutten (IEEE Trans. Biomed. Eng., 2020)

An Ensemble CNN for Subject-Independent Classification of Motor Imagery-based EEG. - Irina Dolzhikova; Berdakh Abibullaev; Reza Sameni; Amin Zollanvari (EMBC, 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 (EMBC, 2021)

A Hypothesis Testing Approach to Nonstationary Source Separation. - Reza Sameni; Christian Jutten (SSP, 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)

Noninvasive Fetal Electrocardiography: Models, Technologies and Algorithms. - Reza Sameni (CoRR, 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)

Heart Murmur Detection from Phonocardiogram Recordings: The George B. Moody PhysioNet Challenge 2022. - Matthew A. Reyna; Yashar Kiarashi; Andoni Elola; Jorge Oliveira 002; Francesco Renna; Annie Gu; Erick Andres Perez-Alday; Nadi Sadr; Ashish Sharma 001; Sandra da Silva Mattos; Miguel T. Coimbra; Reza Sameni; et al. (CinC, 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)

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)

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)

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)

Model-Based Prediction and Optimal Control of Pandemics by Non-Pharmaceutical Interventions. - Reza Sameni (IEEE J. Sel. Top. Signal Process., 2022)

The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification. - Jorge Oliveira 002; 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; et al. (IEEE J. Biomed. Health Informatics, 2022)

Cramér-Rao Lower Bounds of Model-Based Electrocardiogram Parameter Estimation. - Davood Fattahi; Reza Sameni (IEEE Trans. Signal Process., 2022)

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; et al. (CinC, 2023)

A Data-Driven Gaussian Process Filter for Electrocardiogram Denoising. - Mircea Dumitru; Qiao Li 011; Erick Andres Perez-Alday; Ali Bahrami Rad; Gari D. Clifford; 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 Survey on Blood Pressure Measurement Technologies: Addressing Potential Sources of Bias. - Seyedeh Somayyeh Mousavi; Reza Sameni (CoRR, 2023)

ECG-Image-Kit: A Synthetic Image Generation Toolbox to Facilitate Deep Learning-Based Electrocardiogram Digitization. - Kshama Kodthalu Shivashankara; Deepanshi 002; Afagh Mehri Shervedani; Gari D. Clifford; Matthew A. Reyna; Reza Sameni (CoRR, 2023)

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

Notes on Information Propagation in Noisy Multichannel Data Models: Insights into Sensor Selection and Fusion in Multimodal Biomedical Applications. - Reza Sameni (CoRR, 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, 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, 2023)

Beyond Heart Murmur Detection: Automatic Murmur Grading From Phonocardiogram. - Andoni Elola; Elisabete Aramendi; Jorge Oliveira 002; Francesco Renna; Miguel T. Coimbra; Matthew A. Reyna; Reza Sameni; Gari D. Clifford; Ali Bahrami Rad (IEEE J. Biomed. Health Informatics, 2023)

Learning from Two Decades of Blood Pressure Data: Demography-Specific Patterns Across 75 Million Patient Encounters. - Seyedeh Somayyeh Mousavi; Yuting Guo; Chad Robichaux; Abeed Sarker; Reza Sameni (EMBC, 2024)

Advancing Fetal Surveillance with Physiological Sensing: Detecting Hypoxia in Fetal Sheep. - Weitao Tang; Nhi Tran; Nasim Katebi; Reza Sameni; Gari D. Clifford; David Walker; Vaishnavi Horlali; Callum Taylor; Robert Galinsky; Faezeh Marzbanrad (IEEE SENSORS, 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)

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)

Two-layer retrieval augmented generation framework for low-resource medical question-answering: proof of concept using Reddit data. - Sudeshna Das 002; Yao Ge 003; Yuting Guo; Swati Rajwal; JaMor Hairston; Jeanne M. Powell; Drew Walker; Snigdha Peddireddy; Sahithi Lakamana; Selen Bozkurt; Matthew A. Reyna; Reza Sameni; et al. (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 002; James Weigle; Zuzana Koscova; Kiersten Campbell; Kshama Kodthalu Shivashankara; Soheil Saghafi; Sepideh Nikookar; Mohsen Motie Shirazi; Yashar Kiarashi; Salman Seyedi; Gari D. Clifford; et al. (CoRR, 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)

A Survey on Blood Pressure Measurement Technologies: Addressing Potential Sources of Bias. - Seyedeh Somayyeh Mousavi; Matthew A. Reyna; Gari D. Clifford; Reza Sameni (Sensors, 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, 2024)

A Crowdsourced AI Framework for Atrial Fibrillation Detection in Apple Watch and Kardia Mobile ECGs. - Ali Bahrami Rad; Miguel Kirsch; Qiao Li 011; Joel Xue; Reza Sameni; Dave Albert; Gari D. Clifford (Sensors, 2024)

Efficient active learning using recursive estimation of error reduction. - Azamat Mukhamediya; Reza Sameni; Amin Zollanvari (Neurocomputing, 2025)

Identification of cardiac wall motion abnormalities in diverse populations by deep learning of the electrocardiogram. - Albert J. Rogers; Neal K. Bhatia; Sabyasachi Bandyopadhyay; James E. Tooley; Rayan Ansari; Vyom Thakkar; Justin Xu; Jessica Torres Soto; Jagteshwar S. Tung; Mahmood I. Alhusseini; Paul Clopton; Reza Sameni; et al. (npj Digit. Medicine, 2025)

Edge AI for Real-time Fetal Assessment in Rural Guatemala. - Nasim Katebi; Mohammad Ahmad; Mohsen Motie Shirazi; Daniel Phan; Ellen Kolesnikova; Sepideh Nikookar; Alireza Rafiei; Murali K. Korikana; Rachel Hall-Clifford; Esteban Castro; Rosibely Sut; Enma Coyote; et al. (CoRR, 2025)

On the Geometry of Receiver Operating Characteristic and Precision-Recall Curves. - Reza Sameni (CoRR, 2025)

Cross-Learning Between ECG and PCG: Exploring Common and Exclusive Characteristics of Bimodal Electromechanical Cardiac Waveforms. - Sajjad Karimi; Amit J. Shah; Gari D. Clifford; Reza Sameni (CoRR, 2025)