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* Current and former lab members are underlined.

Peer Reviewed Journal Papers

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Taebi, A., Rahman, M.M. (2025).
MSCardio seismocardiography dataset: Initial insights from remote monitoring of cardiovascular-induced chest vibrations via smartphones.
Data in Brief, 61:111889.​

equiHeart Project
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Monfared, M., Gamage, P.T., Loghmani, A., Taebi, A. (2025).
Computational Modeling of Cardiovascular‐Induced Chest Vibrations: A Review and Practical Guide for Seismocardiography Simulation.
International Journal for Numerical Methods in Biomedical Engineering, 41(5): e70047.​

twinHeart Project
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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.

visionSCG Project
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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, 8(3): 031014.​

flowCare Project
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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.

equiHeart Project
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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.

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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.

equiHeart Project
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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.

flowCare Project
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Rahman, M.M., Cook, J., Taebi, A. (2023).
Non-contact heart vibration measurement using computer vision-based seismocardiography.
Scientific Reports 13, 11787.

visionSCG Project
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Taebi, A. (2022).
Deep Learning for Computational Hemodynamics: A Brief Review of Recent Advances.
Fluids 7(6): 197.

flowCare Project
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Cook, J., Umar, M., Khalili, F., Taebi, A. (2022).
Body acoustics for the non-invasive diagnosis of medical conditions.
Bioengineering 9(4): 149.

equiHeart Project
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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.

featured CME JVIR article of the month for June 2022
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Taebi, A., Berk, S., Roncali, E. (2021).
Realistic boundary conditions in SimVascular through inlet catheter modeling.
BMC Research Notes 14, 215.

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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.

equiHeart Project
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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.

equiHeart Project
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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.

honorable mention for the 2022 Skalak Award, among top 3 papers published by JBME in 2021 & 2022: 10.1115/1.4065051
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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.

featured on the journal's website
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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.

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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.

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Taebi, A., Solar, B.E., Bomar, A.J., Sandler, R.H., Mansy, H.A. (2019).
Recent Advances in Seismocardiography.
Vibration 2(1), 64-86.

all time most cited paper of the journal
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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.

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Taebi, A., Mansy, H.A. (2017).
Time-frequency Distribution of Seismocardiographic Signals: A Comparative Study.
Bioengineering 4(2): 32.

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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.

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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.

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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.

Book Chapters

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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.

Peer Reviewed Conference Papers

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Ahmed, M.H., Panchookian, J., Grillo, M., Weerasinghe, Y., Taebi, A., Qadri, F., Gamage, P., Kaya, M. (2025).
Stress Classification Through Simultaneous EEG, Heart Rate Variability, and EMG Monitoring.
2025 IEEE Medical Measurements & Applications, Chania, Greece.

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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.

visionSCG Project
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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, V004T06A006.

twinHeart Project
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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, V004T06A007.

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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, V004T06A019.

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Rahman, M., Taebi, A. (2024).
Contactless seismocardiography via Gunnar-Farneback optical flow.
2024 IEEE 20th International Conference on Body Sensor Networks, Chicago, IL.

visionSCG Project
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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, Chicago, IL.

visionSCG Project
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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.

flowCare Project
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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.

equiHeart Project
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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.

equiHeart Project
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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.

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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.

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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.

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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, Boston, MA.

visionSCG Project
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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.

equiHeart Project
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Taebi, A., Khalili, F. (2021).
Advances in Noninvasive Diagnosis Based on Body Sounds and Vibrations.
ASME 2021 International Mechanical Engineering Conference and Exposition, V005T05A080.

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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.

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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.

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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, Montreal, QC, Canada, pp. 4974-4977.

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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.

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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.

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Taebi, A., Solar, B.E., Mansy, H.A. (2018).
An Adaptive Feature Extraction Algorithm for Classification of Seismocardiographic Signals.
IEEE SoutheastCon, Saint Petersburg, FL.

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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.

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Taebi, A., Mansy, H.A. (2017).
Grouping Similar Seismocardiographic Signals Using Respiratory Information.
IEEE Signal Processing in Medicine and Biology, Philadelphia, PA.

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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.

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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.

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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.

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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.

Conference Abstracts

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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.

equiHeart Project
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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.

visionSCG Project
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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.

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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.

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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.

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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.

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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.

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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.

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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.