Publications
2025
Nonlinear Harmonics: A Gateway to Enhanced Image Contrast and Material Discrimination.
Biglarbeigi, P., Bhattacharya, G., Finlay, D., & Payam, A. F. (2025). Nonlinear Harmonics: A Gateway to Enhanced Image Contrast and Material Discrimination.. Advanced science (Weinheim, Baden-Wurttemberg, Germany), 12(11), e2411556. doi:10.1002/advs.202411556
Incongruous Harmonics of Vibrating Solid-Solid Interface.
Biglarbeigi, P., Morelli, A., Bhattacharya, G., Ward, J., Finlay, D., Bhalla, N., & Payam, A. F. (2025). Incongruous Harmonics of Vibrating Solid-Solid Interface.. Small (Weinheim an der Bergstrasse, Germany), 21(10), e2409410. doi:10.1002/smll.202409410
Time–frequency ridge characterisation of sleep stage transitions: Towards improving electroencephalogram annotations using an advanced visualisation technique
McCausland, C., Biglarbeigi, P., Bond, R., Yadollahikhales, G., Kennedy, A., Islind, A. S., . . . Finlay, D. (2024). Time–frequency ridge characterisation of sleep stage transitions: Towards improving electroencephalogram annotations using an advanced visualisation technique. Expert Systems with Applications, 262. doi:10.1016/j.eswa.2024.125490
2024
Mass and Stiffness Deconvolution in Nanomechanical Resonators for Precise Mass Measurement and In Vivo Biosensing.
Bhattacharya, G., McMichael, S., Lionadi, I., Biglarbeigi, P., Finlay, D., Fernandez-Ibanez, P., & Payam, A. F. (2024). Mass and Stiffness Deconvolution in Nanomechanical Resonators for Precise Mass Measurement and In Vivo Biosensing.. ACS nano. doi:10.1021/acsnano.4c03391
Advancing Sleep Studies: An Exploration of Phase-Based Approaches for Sleep Staging
McCausland, C., Biglarbeigi, P., Bond, R., & Finlay, D. (2024). Advancing Sleep Studies: An Exploration of Phase-Based Approaches for Sleep Staging. In 2024 35th Irish Signals and Systems Conference (ISSC) (pp. 1-6). IEEE. doi:10.1109/issc61953.2024.10602946
Head Exposure to Acceleration Database in Sport (HEADSport): a kinematic signal processing method to enable instrumented mouthguard (iMG) field-based inter-study comparisons.
Tierney, G., Rowson, S., Gellner, R., Allan, D., Iqbal, S., Biglarbeigi, P., . . . Payam, A. F. (2024). Head Exposure to Acceleration Database in Sport (HEADSport): a kinematic signal processing method to enable instrumented mouthguard (iMG) field-based inter-study comparisons.. BMJ open sport & exercise medicine, 10(1), e001758. doi:10.1136/bmjsem-2023-001758
2023
Epileptic multi-seizure type classification using electroencephalogram signals from the Temple University Hospital Seizure Corpus: A review
McCallan, N., Davidson, S., Ng, K. Y., Biglarbeigi, P., Finlay, D., Lan, B. L., & McLaughlin, J. (2023). Epileptic multi-seizure type classification using electroencephalogram signals from the Temple University Hospital Seizure Corpus: A review. Expert Systems with Applications, 234, 121040. doi:10.1016/j.eswa.2023.121040
Unraveling Spatiotemporal Transient Dynamics at the Nanoscale via Wavelet Transform-Based Kelvin Probe Force Microscopy.
Biglarbeigi, P., Morelli, A., Pauly, S., Yu, Z., Jiang, W., Sharma, S., . . . Payam, A. F. (2023). Unraveling Spatiotemporal Transient Dynamics at the Nanoscale via Wavelet Transform-Based Kelvin Probe Force Microscopy.. ACS nano, 17(21), 21506-21517. doi:10.1021/acsnano.3c06488
Development of a mathematical model to predict the health impact and duration of SARS-CoV-2 outbreaks on board cargo vessels
Ng, K. Y., Codreanu, T. A., Gui, M. M., Biglarbeigi, P., Finlay, D., & McLaughlin, J. (2023). Development of a mathematical model to predict the health impact and duration of SARS-CoV-2 outbreaks on board cargo vessels. WMU Journal of Maritime Affairs, 22(3), 277-298. doi:10.1007/s13437-022-00291-1
Rebalancing Techniques for Asynchronously Distributed EEG Data to Improve Automatic Seizure Type Classification
McCallan, N., Davidson, S., Ng, K. Y., Biglarbeigi, P., Finlay, D., Lan, B. L., & McLaughlin, J. (2023). Rebalancing Techniques for Asynchronously Distributed EEG Data to Improve Automatic Seizure Type Classification. In 2023 57th Annual Conference on Information Sciences and Systems (CISS). IEEE. doi:10.1109/ciss56502.2023.10089669
Data-driven versus a domain-led approach to k-means clustering on an open heart failure dataset
Jasinska-Piadlo, A., Bond, R., Biglarbeigi, P., Brisk, R., Campbell, P., Browne, F., & McEneaneny, D. (2023). Data-driven versus a domain-led approach to k-means clustering on an open heart failure dataset. International Journal of Data Science and Analytics, 15(1), 49-66. doi:10.1007/s41060-022-00346-9
2022
Seizure Classification Using BERT NLP and a Comparison of Source Isolation Techniques with Two Different Time-Frequency Analysis
Davidson, S., McCallan, N., Ng, K. Y., Biglarbeigi, P., Finlay, D., Lan, B. L., & McLaughlin, J. (2022). Seizure Classification Using BERT NLP and a Comparison of Source Isolation Techniques with Two Different Time-Frequency Analysis. In 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (pp. 1-7). IEEE. doi:10.1109/spmb55497.2022.10014769
Time-Frequency Ridge Analysis of Sleep Stage Transitions
McCausland, C., Biglarbeigi, P., Bond, R., Yadollahikhales, G., & Finlay, D. (2022). Time-Frequency Ridge Analysis of Sleep Stage Transitions. In 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (pp. 1-5). IEEE. doi:10.1109/spmb55497.2022.10014897
Epileptic Seizure Classification Using Combined Labels and a Genetic Algorithm
Davidson, S., McCallan, N., Ng, K. Y., Biglarbeigi, P., Finlay, D., Lan, B. L., & McLaughlin, J. (2022). Epileptic Seizure Classification Using Combined Labels and a Genetic Algorithm. In 2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON) (pp. 430-435). IEEE. doi:10.1109/melecon53508.2022.9843099
What can machines learn about heart failure? A systematic literature review
Jasinska-Piadlo, A., Bond, R., Biglarbeigi, P., Brisk, R., Campbell, P., & McEneaneny, D. (2022). What can machines learn about heart failure? A systematic literature review. International Journal of Data Science and Analytics, 13(3), 163-183. doi:10.1007/s41060-021-00300-1
Pediatric defibrillation shocks alone do not cause heart damage in a porcine model.
McCartney, B., Harvey, A., Kernaghan, A., Morais, S., McAlister, O., Crawford, P., . . . McEneaney, D. (2022). Pediatric defibrillation shocks alone do not cause heart damage in a porcine model.. Resuscitation plus, 9, 100203. doi:10.1016/j.resplu.2022.100203
2021
Development of a mathematical model to predict the health impact and duration of SARS-CoV-2 outbreaks on board cargo vessels
Overview of featurization techniques used in traditional versus emerging deep learning-based algorithms for automated interpretation of the 12-lead ECG.
Finlay, D., Bond, R., Jennings, M., McCausland, C., Guldenring, D., Kennedy, A., . . . McLaughlin, J. (2021). Overview of featurization techniques used in traditional versus emerging deep learning-based algorithms for automated interpretation of the 12-lead ECG.. Journal of electrocardiology, 69S, 7-11. doi:10.1016/j.jelectrocard.2021.08.010
COVID-19 modelling by time-varying transmission rate associated with mobility trend of driving via Apple Maps.
Jing, M., Ng, K. Y., Namee, B. M., Biglarbeigi, P., Brisk, R., Bond, R., . . . McLaughlin, J. (2021). COVID-19 modelling by time-varying transmission rate associated with mobility trend of driving via Apple Maps.. Journal of biomedical informatics, 122, 103905. doi:10.1016/j.jbi.2021.103905
Domain Led Time Series Analysis Of Cardiovascular Disease Using Open Data - Does Reduction in Coronary Disease Increase Heart Failure Prevalence?
Jasinska-Piadlo, A., Bond, R., Biglarbeigi, P., Campbell, P., & McEneaney, D. (2021). Domain Led Time Series Analysis Of Cardiovascular Disease Using Open Data - Does Reduction in Coronary Disease Increase Heart Failure Prevalence?. In 2021 Computing in Cardiology (CinC) (pp. 1-4). IEEE. doi:10.23919/cinc53138.2021.9662812
Concentrations and sources of aliphatic and aromatic hydrocarbons in Babolsar Coastal sediments in the Caspian Sea
Taghavi, N., Zaker, N. H., & Biglarbeigi, P. (2021). Concentrations and sources of aliphatic and aromatic hydrocarbons in Babolsar Coastal sediments in the Caspian Sea. Pollution, 7(2), 469-479. doi:10.22059/poll.2021.318623.1017
Sensitivity analysis of the infection transmissibility in the UK during the COVID-19 pandemic.
Biglarbeigi, P., Ng, K. Y., Finlay, D., Bond, R., Jing, M., & McLaughlin, J. (2021). Sensitivity analysis of the infection transmissibility in the UK during the COVID-19 pandemic.. PeerJ, 9, e10992. doi:10.7717/peerj.10992
Data acquisition and imaging using wavelet transform: a new path for high speed transient force microscopy.
Farokh Payam, A., Biglarbeigi, P., Morelli, A., Lemoine, P., McLaughlin, J., & Finlay, D. (2021). Data acquisition and imaging using wavelet transform: a new path for high speed transient force microscopy.. Nanoscale advances, 3(2), 383-398. doi:10.1039/d0na00531b
Seizure Classification of EEG based on Wavelet Signal Denoising Using a Novel Channel Selection Algorithm
McCallan, N., Davidson, S., Ng, K. Y., Biglarbeigi, P., Finlay, D., Lan, B. L., & McLaughlin, J. (2021). Seizure Classification of EEG based on Wavelet Signal Denoising Using a Novel Channel Selection Algorithm. In 2021 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2021 - Proceedings (pp. 1269-1276).
2020
A Hybrid Model-Based Adaptive Framework for the Analysis of Climate Change Impact on Reservoir Performance
Biglarbeigi, P., Strong, W. A., Finlay, D., McDermott, R., & Griffiths, P. (2020). A Hybrid Model-Based Adaptive Framework for the Analysis of Climate Change Impact on Reservoir Performance. Water Resources Management, 34(13), 4053-4066. doi:10.1007/s11269-020-02654-w
Coefficients for the Derivation of Posterior and Right Sided Chest Leads From the 12-lead Electrocardiogram
Jennings, M., Rababah, A., Biglarbeigi, P., Brisk, R., Guldenring, D., Bond, R., . . . Finlay, D. (2020). Coefficients for the Derivation of Posterior and Right Sided Chest Leads From the 12-lead Electrocardiogram. In Computing in Cardiology Conference (CinC). Computing in Cardiology. doi:10.22489/cinc.2020.208
Machine Learning Approach to Assess the Performance of Patch Based Leads in the Detection of Ischaemic Electrocardiogram Changes
Jennings, M., Biglarbeigi, P., Bond, R., Brisk, R., Guldenring, D., Kennedy, A., . . . Finlay, D. (2020). Machine Learning Approach to Assess the Performance of Patch Based Leads in the Detection of Ischaemic Electrocardiogram Changes. In Computing in Cardiology Conference (CinC). Computing in Cardiology. doi:10.22489/cinc.2020.245
A Data-Driven Simulator for the Strategic Positioning of Aerial Ambulance Drones Reaching Out-of-Hospital Cardiac Arrests: A Genetic Algorithmic Approach.
Mackle, C., Bond, R., Torney, H., Mcbride, R., Mclaughlin, J., Finlay, D., . . . Mceneaney, D. (2020). A Data-Driven Simulator for the Strategic Positioning of Aerial Ambulance Drones Reaching Out-of-Hospital Cardiac Arrests: A Genetic Algorithmic Approach.. IEEE journal of translational engineering in health and medicine, 8, 1900410. doi:10.1109/jtehm.2020.2987008
2019
Early Prediction of Sepsis Considering Early Warning Scoring Systems
Biglarbeigi, P., McLaughlin, D., Rjoob, K., Abdullah, A., McCallan, N., Jasinska-Piadlo, A., . . . McLaughlin, J. (2019). Early Prediction of Sepsis Considering Early Warning Scoring Systems. In Computing in Cardiology Conference (CinC). Computing in Cardiology. doi:10.22489/cinc.2019.051
Wearable Technology: Signal Recovery of Electrocardiogram from Short Spaced Leads in the Far-field Using Discrete Wavelet Transform Based Techniques
McCallan, N., Finlay, D., Biglarbeigi, P., Perpiñan, G., Jennings, M., Yew Ng, K., . . . Escalona, O. (2019). Wearable Technology: Signal Recovery of Electrocardiogram from Short Spaced Leads in the Far-field Using Discrete Wavelet Transform Based Techniques. In Computing in Cardiology Conference (CinC). Computing in Cardiology. doi:10.22489/cinc.2019.313
Early Prediction of Sepsis Considering Early Warning Scoring Systems
Biglarbeigi, P., Kennedy, A., McLaughlin, J., McLaughlin, D., Rjoob, K., Abdullah, A., . . . Ng, K. Y. (2019). Early Prediction of Sepsis Considering Early Warning Scoring Systems. In Computing in Cardiology Vol. 2019-September. doi:10.23919/CinC49843.2019.9005630
Wearable Technology: Signal Recovery of Electrocardiogram from Short Spaced Leads in the Far-Field Using Discrete Wavelet Transform Based Techniques
McCallan, N., Finlay, D., Biglarbeigi, P., Perpiñan, G., Jennings, M., Ng, K. Y., . . . Escalona, O. (2019). Wearable Technology: Signal Recovery of Electrocardiogram from Short Spaced Leads in the Far-Field Using Discrete Wavelet Transform Based Techniques. In Computing in Cardiology Vol. 2019-September. doi:10.23919/CinC49843.2019.9005868
2018
Partitioning the Impacts of Streamflow and Evaporation Uncertainty on the Operations of Multipurpose Reservoirs in Arid Regions
Biglarbeigi, P., Giuliani, M., & Castelletti, A. (2018). Partitioning the Impacts of Streamflow and Evaporation Uncertainty on the Operations of Multipurpose Reservoirs in Arid Regions. Journal of Water Resources Planning and Management, 144(7). doi:10.1061/(asce)wr.1943-5452.0000945
2014
Many-Objective Direct Policy Search in the Dez and Karoun Multireservoir System, Iran
Biglarbeigi, P., Giuliani, M., & Castelletti, A. (2014). Many-Objective Direct Policy Search in the Dez and Karoun Multireservoir System, Iran. In World Environmental and Water Resources Congress 2014 (pp. 1050-1059). American Society of Civil Engineers. doi:10.1061/9780784413548.105