Publications
* Current and former lab members are underlined.
Peer-Reviewed Journal Papers
Rahman, M.M., Kakavand, B., Wurm, W., Holman, W., Movahed, M.R., Taebi, A. (2025).
From video to vital signs: a new method for contactless multichannel seismocardiography.
npj Cardiovascular Health 2, 1.
Monfared, M., Hollingsworth, L., Gamage, P.T., Taebi, A. (2025).
Assessing Hemodynamic Changes in Cerebral Aneurysms Post Coil Embolization: A Preliminary Investigation.
ASME Journal of Engineering and Science in Medical Diagnostics and Therapy.
Mann, A., Rahman, M.M., Vanga, V., Gamage, P.T., Taebi, A. (2024).
Variation of Seismocardiogram-Derived Cardiac Time Intervals and Heart Rate Variability Metrics Across the Sternum.
ASME J of Medical Devices 18(4): 044502.
doi 10.1115/1.4066368
Ahmed, M.H., Grillo, M., Taebi, A., Kaya, M., Gamage, P.T. (2024).
A Comprehensive Analysis of Trapezius Muscle EMG Activity in Relation to Stress and Meditation.
BioMedInformatics 4(2), 1047-1058.
doi 10.3390/biomedinformatics4020058
Mann, A., Gamage, P.T., Kakavand, B., Taebi, A. (2024).
Exploring the Impact of Sensor Location On Seismocardiography-Derived Cardiac Time Intervals.
ASME J of Medical Diagnostics 7(1): 011007.
doi 10.1115/1.4063203
Davidson, H., Scardino, B., Gamage, P.T., Taebi, A. (2024).
Variations of Middle Cerebral Artery Hemodynamics Due to Aneurysm Clipping Surgery.
ASME J of Medical Diagnostics 7(1): 011008.
doi 10.1115/1.4063204
Rahman, M.M., Cook, J., Taebi, A. (2023).
Non-contact heart vibration measurement using computer vision-based seismocardiography.
Scientific Reports 13, 11787.
doi 10.1038/s41598-023-38607-7
Taebi, A. (2022).
Deep Learning for Computational Hemodynamics: A Brief Review of Recent Advances.
Fluids 7(6): 197.
doi 10.3390/fluids7060197
Cook, J., Umar, M., Khalili, F., Taebi, A. (2022).
Body acoustics for the non-invasive diagnosis of medical conditions.
Bioengineering 9(4): 149.
doi 10.3390/bioengineering9040149
Taebi, A., Janibek, N., Goldman, R., Pillai, R., Vu, C., Roncali, E. (2022).
On the impact of injection distance to bifurcations on yttrium-90 distribution in liver cancer radioembolization.
Journal of Vascular and Interventional Radiology 33(6): 668-677e1.
doi 10.1016/j.jvir.2022.03.006
❝featured CME JVIR article of the month for June 2022
Taebi, A., Berk, S., Roncali, E. (2021).
Realistic boundary conditions in SimVascular through inlet catheter modeling.
BMC Research Notes 14, 215.
doi 10.1186/s13104-021-05631-7
GitHub PDF
Khalili, F., Gamage, P.T., Taebi, A., Johnson, M.E., Roberts, R.B., Mitchell, J. (2021).
Spectral decomposition of the flow and characterization of the sound signals generated through stenoses of different levels of severity.
Bioengineering 8(3): 41.
doi 10.3390/bioengineering8030041
Khalili, F., Gamage, P.T., Taebi, A., Johnson, M.E., Roberts, R.B., Mitchell, J. (2021).
Spectral decomposition and sound source localization of highly disturbed flow through a severe arterial stenosis.
Bioengineering 8(3): 34.
doi 10.3390/bioengineering8030034
Taebi, A., Vu, C.T., Roncali, E. (2021).
Multi-scale computational fluid dynamics modeling for personalized liver cancer radioembolization dosimetry.
Journal of Biomechanical Engineering, 143:1.
doi 10.1115/1.4047656
❝honorable mention for the 2022 Skalak Award, among top 3 papers published by JBME in 2021 & 2022: 10.1115/1.4065051
Taebi, A., Pillai, R., Roudsari, B., Vu, C., Roncali, E. (2020).
Computational modeling of the liver arterial blood flow for microsphere therapy: Effect of boundary conditions.
Bioengineering 7(3): 64.
doi 10.3390/bioengineering7030064
❝featured on the journal’s website PDF
Roncali, E.,Taebi, A., Roudsari, B.S., Vu, C.T. (2020).
Personalized dosimetry for liver cancer radioembolization based on computational fluid dynamics.
Annals of Biomedical Engineering, 48(5): 1499-1510.
doi 10.1007/s10439-020-02469-1
Taebi, A., Sandler, R.H., Kakavand, B., Mansy, H.A. (2019).
Extraction of Peak Velocity Profiles from Doppler Echocardiography Using Image Processing.
Bioengineering 6(3): 64.
doi 10.3390/bioengineering6030064
Taebi, A., Solar, B.E., Bomar, A.J., Sandler, R.H., Mansy, H.A. (2019).
Recent Advances in Seismocardiography.
Vibration 2(1), 64-86.
doi 10.3390/vibration2010005
❝all time most cited paper of the journal [Link] PDF
Azad, M.K., Taebi, A., Mansy, J.H., Mansy, H.A. (2017).
Pressure Loss and Sound Generated in a Miniature Pig Airway Tree Model.
Journal of Applied Biotechnology and Bioengineering 3(6): 00086.
doi 10.15406/jabb.2017.03.00086
Taebi, A., Mansy, H.A. (2017).
Time-frequency Distribution of Seismocardiographic Signals: A Comparative Study.
Bioengineering 4(2): 32.
doi 10.3390/bioengineering4020032
Taebi, A., Mansy, H.A. (2017).
Noise Cancellation from Vibrocardiographic Signals Based on the Ensemble Empirical Mode Decomposition.
Journal of Applied Biotechnology and Bioengineering 2(2): 00024.
doi 10.15406/jabb.2017.02.00024
Taebi, A., Mansy, H.A. (2016).
Effect of noise on time-frequency analysis of Vibrocardiographic signals.
Journal of Bioengineering and Biomedical Science 6(202), 2.
doi 10.4172/2155-9538.1000202
Salami, F., Vimercati, S.L, Rigoldi, C., Taebi, A., Albertini, G., Galli, M. (2014).
Mechanical energy assessment of adults with Down syndrome during walking with obstacle avoidance.
Journal of Research in Developmental Disabilities 35(8), 1856-1862.
doi 10.1016/j.ridd.2014.04.012
Book Chapter
Gamage, P.T., Azad, M.K., Taebi, A., Sandler, R.H., Mansy, H.A. (2020).
Clustering of SCG Events using Unsupervised Machine Learning.
In book: Signal Processing in Medicine and Biology. Springer, Cham.
doi 10.1007/978-3-030-36844-9_7
Peer-Reviewed Conference Papers
Rahman, M., Taebi, A. (2024).
Extracting Cardiovascular-Induced Chest Vibrations from Ordinary Chest Videos: A Comparative Study.
2024 IEEE Signal Processing in Medicine and Biology.
Monfared, M., Gamage, P.T., Taebi, A. (2024).
Investigating Seismocardiogram Patterns: A Computational Modeling of Cardiac Wall Motion Propagation to the Chest Surface.
ASME 2024 International Mechanical Engineering Conference and Exposition, paper # not assigned yet.
doi not available yet
Ahmed, M., Weerasinghe, Y., Grillo, M., Taebi, A., Kaya, M., Gamage, P.T. (2024).
Feasibility of Left Ventricular Function Assessment via Precordial Vibrations in Heart Failure Patients.
ASME 2024 International Mechanical Engineering Conference and Exposition, paper # not assigned yet.
doi not available yet
Weerasinghe, Y., Sheppard, C., Ahmed, M., Grillo, M., Taebi, A., Wilder, D., Kaya, M., Gamage, P.T. (2024).
Markerless Pose Estimation and Wearable Sensor Technology for Enhanced Diagnosis and Monitoring of Idiopathic Toe Walking.
ASME 2024 International Mechanical Engineering Conference and Exposition, paper # not assigned yet.
doi not available yet
Rahman, M., Taebi, A. (2024).
Contactless seismocardiography via Gunnar-Farneback optical flow.
2024 IEEE 20th International Conference on Body Sensor Networks (BSN), Chicago, IL.
Rahman, M., Mann, A., Taebi, A. (2024).
ECG-Free Assessment of Cardiac Valve Events Using Seismocardiography.
2024 IEEE 20th International Conference on Body Sensor Networks (BSN), Chicago, IL.
Davidson, H., Scardino, B., Hollingsworth, L., Gamage, P.T., Taebi, A. (2023).
A Comparative Study of Middle Cerebral Artery Hemodynamics Pre- and Post-Clipping of Cerebral Aneurysm.
ASME 2023 International Mechanical Engineering Conference and Exposition, V005T06A069.
Mann, A., Kakavand, B., Gamage, P.T., Taebi, A. (2023).
Effect of Measurement Location on Cardiac Time Intervals Estimated by Seismocardiography.
ASME 2023 International Mechanical Engineering Conference and Exposition, V005T06A070.
Ruckman, S., Bhatt, J., Cook, J., Gamage, P.T., Kakavand, B., Taebi, A. (2023).
Design, Prototype, and Evaluation of a Low-Cost Multimodal Device for Cardiovascular Monitoring.
ASME 2023 International Mechanical Engineering Conference and Exposition, V005T06A022.
Villa, A., Ahmad, M., Taebi, A., Dong, P., Gu, L., Gamage, P.T. (2023).
A Reduced Order Model for Estimation of Fractional Flow Reserve (FFR) in Coronary Artery Disease: Assessing the Impact of Side Branches.
ASME 2023 International Mechanical Engineering Conference and Exposition, V005T06A046.
Ahmed, M., Kaya, M., Taebi, A., Gamage, P.T. (2023).
Feasibility of Trapezius Muscle Electromyography and Electrocardiography to Monitor Stress Levels in High Demand Positions.
ASME 2023 International Mechanical Engineering Conference and Exposition, V005T06A023.
Ahmed, M., Kaya, M., Taebi, A., Gamage, P.T. (2023).
The Role of Meditation in Stress Recovery and Performance: An EEG Study.
ASME 2023 International Mechanical Engineering Conference and Exposition, V005T06A029.
Rahman, M.M., Taebi, A. (2023).
Reconstruction of 3-Axis Seismocardiogram from Right-to-left and Head-to-foot Components Using A Long Short-Term Memory Network.
2023 IEEE 19th International Conference on Body Sensor Networks (BSN), Boston, MA.
Mann, A., Cook, J., Umar, M., Khalili, F., Taebi, A. (2022).
Heart Rate Monitoring Using Heart Acoustics.
ASME 2022 International Mechanical Engineering Conference and Exposition, V004T05A069.
doi 10.1115/IMECE2022-96824
Taebi, A., Khalili, F. (2021).
Advances in Noninvasive Diagnosis Based on Body Sounds and Vibrations.
ASME 2021 International Mechanical Engineering Conference and Exposition, V005T05A080.
doi 10.1115/IMECE2021-73815
Khalili, F., Taebi, A. (2021).
Advances in Computational Fluid Dynamics Modeling of the Body Sounds as a Noninvasive Diagnosis Method.
ASME 2021 International Mechanical Engineering Conference and Exposition, V005T05A041.
doi 10.1115/IMECE2021-73825
Taebi, A., Vu, C.T., Roncali, E. (2020).
Prediction of Blood Flow Distribution in Liver Radioembolization Using Convolutional Neural Networks.
ASME 2020 International Mechanical Engineering Conference and Exposition, Portland, OR, V005T05A036.
doi 10.1115/IMECE2020-24475
Video
Taebi, A., Vu, C.T., Roncali, E. (2020).
Estimation of Yttrium-90 Distribution in Liver Radioembolization using Computational Fluid Dynamics and Deep Neural Networks.
IEEE Engineering in Medicine and Biology Society (EMBC), Montreal, QC, Canada, pp. 4974-4977.
doi 10.1109/EMBC44109.2020.9176328
Taebi, A., Sandler R.H., Kakavand, B., Mansy, H.A. (2018).
Estimating Peak Velocity Profiles from Doppler Echocardiography using Digital Image Processing.
IEEE Signal Processing in Medicine and Biology, Philadelphia (PA).
doi 10.1109/SPMB.2018.8615618
GitHub
Gamage, P.T., Azad, M.K., Taebi, A., Sandler, R.H., Mansy, H.A. (2018).
Clustering Seismocardiographic Events using Unsupervised Machine Learning.
IEEE Signal Processing in Medicine and Biology, Philadelphia (PA).
doi 10.1109/SPMB.2018.8615615
Taebi, A., Solar, B.E., Mansy, H.A. (2018).
An Adaptive Feature Extraction Algorithm for Classification of Seismocardiographic Signals.
IEEE SoutheastCon, Saint Petersburg, FL.
doi 10.1109/SECON.2018.8478958
Taebi, A., Bomar, A.J., Sandler, R.H., Mansy, H.A. (2018).
Heart Rate Monitoring During Different Lung Volume Phases Using Seismocardiography.
IEEE SoutheastCon, Saint Petersburg, FL.
doi 10.1109/SECON.2018.8479288
Taebi, A., Mansy, H.A. (2017).
Grouping Similar Seismocardiographic Signals Using Respiratory Information.
IEEE Signal Processing in Medicine and Biology, Philadelphia (PA).
doi 10.1109/SPMB.2017.8257053
Taebi, A., Mansy, H.A. (2017).
Analysis of Seismocardiographic Signals Using Polynomial Chirplet Transform and Smoothed Pseudo Wigner-Ville Distribution.
IEEE Signal Processing in Medicine and Biology, Philadelphia (PA).
doi 10.1109/SPMB.2017.8257022
GitHub 1 GitHub 2
Taebi, A., Khalili, F., Taebi, A. (2017).
Buckling analysis of a functionally graded implant for treatment of bone fractures: A numerical study.
ASME 2017 International Mechanical Engineering Conference and Exposition, Tampa, FL.
doi 10.1115/IMECE2017-71066
Taebi, A., Zago, M., Condoluci, C., Galli, M. (2017).
Mechanical work and power analysis in the joints of the lower extremity of adults with Down syndrome during plane walking.
ASME 2017 International Mechanical Engineering Conference and Exposition, Tampa, FL.
doi 10.1115/IMECE2017-70950
Sharifi, A., Salari, A., Taebi, A., Niazmand, H., Niazmand, M.J. (2017).
Flow patterns and wall shear stress distribution in human vertebrobasilar system: A computational study to investigate smoking effects on atherosclerotic stenosis at different ages.
ASME 2017 International Mechanical Engineering Conference and Exposition, Tampa, FL.
doi 10.1115/IMECE2017-70555
Conference Abstracts
Ruckman, S., Taghva, F., Taebi, A. (2024).
Parent-Centered Design: A Preliminary Usability Study on Newborn Home Cardiac Monitoring.
2024 IEEE Signal Processing in Medicine and Biology.
Rahman, M., Taghva, F., Taebi, A. (2024).
Novel Contactless and AI-Based Method Can Determine Heart Rate and Cardiac-Induced Vibrations of Chest.
Circulation 150 (Suppl_1): A4112524.
Taebi, A., Costa, G.C.A., Roncali, E. (2021).
Personalized dosimetry for brain cancer radioembolization: A feasibility study.
Journal of Nuclear Medicine 62 (supplement 1): 1582.
Link
Roncali, E., Taebi, A., Spencer, B., Costa, G.C.A., Rusnak, M., Caudle, D., Roudsari, B., Pillai, R., Foster, C., Vu, C. (2020).
Comparison of Y-90 liver dose distribution predicted with fluid dynamics with Y-90 PET.
Journal of Nuclear Medicine 61 (supplement 1): 1308.
Link
Roncali, E., Taebi, A., Rusnak, M., Spencer, B., Caudle, D., Foster, C., Vu, C.T. (2019).
Personalized dosimetry for liver cancer radioembolization using computational fluid dynamics.
European Journal of Nuclear Medicine and Molecular Imaging 46 (Suppl 1): S134.
doi 10.1007/s00259-019-04486-2
Sandler, R.H., Azad, M.K., Rahman, B., Taebi, A., Gamage, P., Raval, N., Mentz, R.J., Mansy, H.A. (2019).
Minimizing Seismocardiography Variability by Accounting for Respiratory Effects.
Journal of Cardiac Failure 25(8): S172.
doi 10.1016/j.cardfail.2019.07.521
Taebi, A., Roudsari, B.S., Vu, C., Cherry, S.R., Roncali, E. (2019).
Hepatic arterial tree segmentation: Towards patient-specific dosimetry for liver cancer radioembolization.
Journal of Nuclear Medicine 60 (supplement 1) 122.
Link
Taebi, A., Sandler, R.H., Kakavand, B., Mansy, H.A. (2017).
Seismocardiographic Signal Timing with Myocardial Strain.
IEEE Signal Processing in Medicine and Biology, Philadelphia (PA).
doi 10.1109/SPMB.2017.8257032
Solar, B.E., Taebi, A., Mansy, H.A. (2017).
Classification of Seismocardiographic Cycles into Lung Volume Phases.
IEEE Signal Processing in Medicine and Biology, Philadelphia (PA).
doi 10.1109/SPMB.2017.8257033