Search Results - "Gamage, Peshala T."
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Prediction of stent under-expansion in calcified coronary arteries using machine learning on intravascular optical coherence tomography images
Published in Scientific reports (23-10-2023)“…It can be difficult/impossible to fully expand a coronary artery stent in a heavily calcified coronary artery lesion. Under-expanded stents are linked to later…”
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2
Finite Element-Based Machine Learning Model for Predicting the Mechanical Properties of Composite Hydrogels
Published in Applied sciences (01-11-2022)“…In this study, a finite element (FE)-based machine learning model was developed to predict the mechanical properties of bioglass (BG)-collagen (COL) composite…”
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3
Upper Airway Flow Dynamics in Obstructive Sleep Apnea Patients with Various Apnea-Hypopnea Index
Published in Life (Basel, Switzerland) (19-07-2022)“…This study evaluates the upper airway flow characteristics, anatomical features and analyzes their correlations with AHI in patients with varied degrees of OSA…”
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4
Spectral Decomposition of the Flow and Characterization of the Sound Signals through Stenoses with Different Levels of Severity
Published in Bioengineering (Basel) (19-03-2021)“…Treatments of atherosclerosis depend on the severity of the disease at the diagnosis time. Non-invasive diagnosis techniques, capable of detecting stenosis at…”
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5
Spectral Decomposition and Sound Source Localization of Highly Disturbed Flow through a Severe Arterial Stenosis
Published in Bioengineering (Basel) (04-03-2021)“…For the early detection of atherosclerosis, it is imperative to explore the capabilities of new, effective noninvasive diagnosis techniques to significantly…”
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Fractional Flow Reserve (FFR) Estimation from OCT-Based CFD Simulations: Role of Side Branches
Published in Applied sciences (01-06-2022)“…The computational fluid dynamic method has been widely used to quantify the hemodynamic alterations in a diseased artery and investigate surgery outcomes. The…”
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7
Adverse Hemodynamic Conditions Associated with Mechanical Heart Valve Leaflet Immobility
Published in Bioengineering (Basel) (16-09-2018)“…Artificial heart valves may dysfunction, leading to thrombus and/or pannus formations. Computational fluid dynamics is a promising tool for improved…”
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8
Postural and longitudinal variability in seismocardiographic signals
Published in Physiological measurement (01-02-2023)“… Low frequency cardiovascular vibrations detectable on the chest surface (termed seismocardiography or SCG) may be useful for non-invasive diagnosis and…”
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Hemodynamic alternations following stent deployment and post-dilation in a heavily calcified coronary artery: In silico and ex-vivo approaches
Published in Computers in biology and medicine (01-12-2021)“…In this work, hemodynamic alterations in a patient-specific, heavily calcified coronary artery following stent deployment and post-dilations are quantified…”
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10
Geometric features of pig airways using computed tomography
Published in Physiological reports (01-10-2016)“…Accurate knowledge of the airway geometry is needed when constructing physical models of the airway tree and for numerical modeling of flow or sound…”
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Modeling Inspiratory Flow in a Porcine Lung Airway
Published in Journal of biomechanical engineering (01-06-2018)“…Inspiratory flow in a multigeneration pig lung airways was numerically studied at a steady inlet flow rate of 3.2 × 10-4 m3/s corresponding to a Reynolds…”
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12
Seismocardiographic Signal Variability During Regular Breathing and Breath Hold in Healthy Adults
Published in 2019 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (01-12-2019)“…Seismocardiographic signals (SCG) are known to correlate with mechanical cardiac activity and may be used for monitoring patients with cardiovascular disease…”
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Conference Proceeding -
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Modeling Seismocardiographic Signal using Finite Element Modeling and Medical Image Processing
Published in 2019 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (01-12-2019)“…Seismocardiography (SCG) is the measurement of the chest surface accelerations that are primarily produced by a combination of mechanical activities of the…”
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Conference Proceeding -
14
Hemodynamic alternations following stent deployment and post-dilation in a severely calcified coronary artery: In silico and ex-vivo approaches
Published in Computers in biology and medicine (21-10-2021)“…In this work, the hemodynamic alterations in a patient-specific, heavily calcified coronary artery following stent deployment and post-dilations are quantified…”
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Journal Article -
15
Hemodynamics of a Bileaflet Mechanical Heart Valve with Different Levels of Dysfunction
Published 29-11-2017“…Volume 2 Issue 5 - 2017 Heart disease is one of leading causes of mortality worldwide. Healthy heart valves are key for proper heart function. When these…”
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16
A Coupled CFD-FEA study of the Sound Generated in a Stenosed Artery and Transmitted Through Tissue Layers
Published in SoutheastCon 2018 (01-04-2018)“…A new computational approach for simulating the blood flow-induced sound generation and propagation in a stenosed artery with one-sided constriction was…”
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Conference Proceeding -
17
Clustering Seismocardiographic Events using Unsupervised Machine Learning
Published in 2018 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) (01-12-2018)“…Seismocardiographic (SCG) signal morphology is known to be affected by cardio-pulmonary interactions, which introduce variability in the SCG signal. Hence,…”
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Conference Proceeding -
18
Prediction of Turbulent Shear Stresses through Dysfunctional Bileaflet Mechanical Heart Valves using Computational Fluid Dynamics
Published 08-03-2018“…There are more than 300,000 heart valves implanted annually worldwide with about 50% of them being mechanical valves. The heart valve replacement is often a…”
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19
Prediction of stent under-expansion in calcified coronary arteries using machine-learning on intravascular optical coherence tomography
Published 16-05-2022“…BACKGROUND Careful evaluation of the risk of stent under-expansions before the intervention will aid treatment planning, including the application of a…”
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20
Numerical Modeling of Pulse Wave Propagation in a Stenosed Artery using Two-Way Coupled Fluid Structure Interaction (FSI)
Published 09-03-2018“…As the heart beats, it creates fluctuation in blood pressure leading to a pulse wave that propagates by displacing the arterial wall. These waves travel…”
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