Publications

ECG-Image-Database: Large-Scale Paired ECG Images and Time-Series with Real-World Artifacts; A Foundation for Computerized ECG Digitization and Analysis

S. Saghafi [and co-authors — please confirm] · Physiological Measurement

Predicting Traumatic Brain Injury Post-Trauma Using Temporal Attention on Sleep-Wake Data

S. Saghafi et al. · IEEE Transactions on Biomedical Engineering

Modeling Circadian Clock Regulation of Immune System Response to SARS-CoV-2 Infection and Antiviral Treatment

N. Wei, S. Saghafi, E. Khan, and C. O. Diekman · Journal of Biological Rhythms

Dynamic Entrainment of Neuronal Spiking: A Phase Plane Analysis and a Data-Driven Approach

L. Wijayasooriya, S. Saghafi, E. Khan, P. Sanaei · Physica D: Nonlinear Phenomena

Indoor Localization Using Multi-Bluetooth Beacon Deployment in a Sparse Edge Computing Environment

S. Saghafi, Y. Kiarashi, A. D. Rodriguez, A. I. Levey, H. Kwon, G. D. Clifford · Digital Twins and Applications

Dynamic Entrainment: A Deep Learning and Data-Driven Process Approach for Synchronization in the Hodgkin-Huxley Model

S. Saghafi, P. Sanaei · Chaos: An Interdisciplinary Journal of Nonlinear Science

Inferring Parameters of Populations of Pyramidal Neuron Models in Alzheimer's Disease Mouse Models Using Generative Adversarial Networks

S. Saghafi, T. Rumbell, K. Wedgwood, F. Tamagnini, V. Gurev, J. Kozloski, C. O. Diekman · Bulletin of Mathematical Biology

Graph Trilateration for Indoor Localization in Sparsely Distributed Edge Computing Devices in Complex Environment Using Bluetooth Technology

Y. Kiarashi*, S. Saghafi*, B. Das, C. Hegde, V. S. Madala, A. Nakum, R. Singh, R. Tweedy, M. Doiron, A. D. Rodriguez, A. I. Levey, G. D. Clifford, H. Kwon · Sensors

*These authors contributed equally to this work.

The Emergence of Polyglot Entrainment Responses to Periodic Inputs in Vicinities of Hopf Bifurcations in Slow-Fast Systems

E. Khan, S. Saghafi, C. O. Diekman, H. G. Rotstein · Chaos: An Interdisciplinary Journal of Nonlinear Science

Modeling Metabolic State Transitions in Obesity Using a Time-Varying Lambda–Omega Framework

S. Saghafi, G. D. Clifford · Royal Society Open Science

Detection of Chagas Disease from the ECG: The George B. Moody PhysioNet Challenge 2025

M. A. Reyna*, S. Saghafi*, Z. Koscova, J. Pavlus, et al. · Physiological Measurement

*These authors contributed equally to this work.

Language-Based Indicators of Traumatic Brain Injury: Word Cloud Evidence of Affective and Personality Features

S. Saghafi, G. D. Clifford

Synaptic Connections Form Bidirectional Undulatory Motor Pattern from Distributed Coupled-Oscillators in a Model of C. elegans Locomotion Network

H. Anwar, S. Saghafi, L. Deng, J. Denham, N. Cohen, C. O. Diekman, G. Haspel