selected scholarly activity
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chapters
- Enhancing Medical Imaging with Computational Modeling for Aortic Valve Disease Intervention Planning. Studies in Computational Intelligence. 19-46. 2023
- A Review of Automatic Cardiac Segmentation using Deep Learning and Deformable Models. 29-82. 2022
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conferences
- Medical Knowledge-Guided Semi-Supervised Bi-Ventricular Segmentation. 887-893. 2024
- A Novel Weakly Supervised Segmentation Approach for Rapid Left Ventricle Annotation. Proceedings - International Conference on Image Processing, ICIP. 3578-3582. 2023
- Segmentation of the Left Ventricle for the Cardiac Phases between End-Diastole and End-Systole. Proceedings - International Conference on Image Processing, ICIP. 1200-1204. 2023
- Adaptive Real-Time Energy Management of a Multi-Mode Hybrid Electric Powertrain. SAE Technical Papers. 2022
- TCT-299 Pulse Wave Velocity and Aortic Distensibility in Patients with Hypertensive Response Post Transcatheter Aortic Valve Replacement. Journal of the American College of Cardiology. B123-B123. 2018
- THE ROLE OF VENTRICULAR STROKE WORK AND VASCULAR IMPEDANCE IN DEFINING AORTIC STENOSIS. Journal of the American College of Cardiology. A2664-A2664. 2018
- QUANTIFICATION AND SYSTEMATIC DIFFERENTIATION OF IMPACT OF PARAVALVULAR LEAKAGE FOLLOWING TRANSCATHETER AORTIC VALVE REPLACEMENT. Journal of the American College of Cardiology. 2211-2211. 2016
- CFD analysis of unsteady flow through conjoining Aorta and aortic isthmus. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 969-972. 2015
- Normalized left ventricular workload using phase-contrast magnetic resonance imaging in patients with aortic stenosis. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 6430-6433. 2014
- Valve morphology effect in aortic coarctation flow using realistic silicon models and magnetic resonance imaging. AIP Conference Proceedings. 86-90. 2014
- Improvement of an intravascular ultrasound (IVUS) elasticity modulus imaging approach for detecting vulnerable atherosclerotic plaques. Proceedings of Meetings on Acoustics. 075085. 2013
- Impact of Aortic Prosthetic Heart Valve Dysfunction on Left Ventricular Afterload and on the Accuracy of Echo-Doppler Measurements. ASME 2011 Summer Bioengineering Conference, Parts A and B. 189-190. 2011
- Mathematical, numerical and experimental study in the human aorta with coexisting models of bicuspid aortic stenosis and coarctation of the aorta. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 182-185. 2011
- An Analytical Model of the Instantaneous Transvalvular Pressure Gradient Through an Aortic Stenosis. American Society of Mechanical Engineers, Fluids Engineering Division (Publication) FEDSM. 1885-1888. 2010
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journal articles
- Semi-supervised segmentation of medical images focused on the pixels with unreliable predictions. Neurocomputing. 610:128532. 2024
- Las curvas de presi�n-volumen y otras m�tricas de funci�n cardiaca pueden esclarecer la respuesta fallida al TAVI y otras intervenciones. REC: Interventional Cardiology. 6:153-155. 2024
- Ventricular pressure-volume loop and other heart function metrics can elucidate etiology of failure of TAVI and interventions. REC: Interventional Cardiology. 2024
- Redundant co-training: Semi-supervised segmentation of medical images using informative redundancy. Neurocomputing. 579:127446-127446. 2024
- Editorial: Novel computational fluid dynamics methods for diagnosis, monitoring, prediction, and personalized treatment for cardiovascular disease and cancer metastasis.. Frontiers in Bioengineering and Biotechnology. 12:1491950. 2024
- Regional assessment of aortic valve calcification using topographic maps in contrast-enhanced CT: in-vivo sex and severity-based differences in calcific presentation. Quantitative Imaging in Medicine and Surgery. 14:1-19. 2024
- State of the Practice for Lattice Boltzmann Method Software. Archives of Computational Methods in Engineering. 31:313-350. 2024
- Incremental prognostic value of intensity-weighted regional calcification scoring using contrast CT imaging in TAVR. Eur Heart J Imaging Methods Pract. 1:qyad027. 2023
- Early Detection of Risk of Neo-Sinus Blood Stasis Post-Transcatheter Aortic Valve Replacement Using Personalized Hemodynamic Analysis. Structural Heart. 7:100180-100180. 2023
- Patterns and Structure of Calcification in Aortic Stenosis. JACC Cardiovascular Imaging. 16:1224-1226. 2023
- Recent advancements of nanomodified electrodes – Towards point-of-care detection of cardiac biomarkers. Bioelectrochemistry. 152:108440-108440. 2023
- An ultrasound-exclusive non-invasive computational diagnostic framework for personalized cardiology of aortic valve stenosis. Medical Image Analysis. 87:102795-102795. 2023
- Author Correction: A Doppler-exclusive non-invasive computational diagnostic framework for personalized transcatheter aortic valve replacement. Scientific Reports. 13:9185. 2023
- Reducing Long‐Term Mortality Post Transcatheter Aortic Valve Replacement Requires Systemic Differentiation of Patient‐Specific Coronary Hemodynamics. Journal of the American Heart Association. 12:e029310. 2023
- Impact of TAVR on coronary artery hemodynamics using clinical measurements and image‐based patient‐specific in silico modeling. Scientific Reports. 13:8948. 2023
- A Doppler-exclusive non-invasive computational diagnostic framework for personalized transcatheter aortic valve replacement. Scientific Reports. 13:8033. 2023
- Hemodynamic Modeling, Medical Imaging, and Machine Learning and Their Applications to Cardiovascular Interventions. IEEE Reviews in Biomedical Engineering. 16:403-423. 2023
- Long-term prognostic impact of paravalvular leakage on coronary artery disease requires patient-specific quantification of hemodynamics. Scientific Reports. 12:21357. 2022
- Hybrid electric vehicle specific engines: State-of-the-art review. Energy Reports. 8:832-851. 2022
- The Critical Role of Lumped Parameter Models in Patient-Specific Cardiovascular Simulations. Archives of Computational Methods in Engineering. 29:2977-3000. 2022
- 605 Validation Of Aortic Valve Computed Tomography Calcium Quantification In Contrast Computed Tomography. Journal of Cardiovascular Computed Tomography. 16:S31-S32. 2022
- Impact of extra-anatomical bypass on coarctation fluid dynamics using patient-specific lumped parameter and Lattice Boltzmann modeling. Scientific Reports. 12:9718. 2022
- Impact of mixed valvular disease on coarctation hemodynamics using patient-specific lumped parameter and Lattice Boltzmann modeling. International Journal of Mechanical Sciences. 217:107038-107038. 2022
- Reducing Morbidity and Mortality in Patients With Coarctation Requires Systematic Differentiation of Impacts of Mixed Valvular Disease on Coarctation Hemodynamics. Journal of the American Heart Association. 11:e022664. 2022
- Editorial: Novel methods to advance diagnostic and treatment value of medical imaging for cardiovascular disease. Frontiers in Bioengineering and Biotechnology. 10:987326. 2022
- On Left Ventricle Stroke Work Efficiency in Children with Moderate Aortic Valve Regurgitation or Moderate Aortic Valve Stenosis. Pediatric Cardiology. 43:45-53. 2022
- Towards a non-invasive computational diagnostic framework for personalized cardiology of transcatheter aortic valve replacement in interactions with complex valvular, ventricular and vascular disease. International Journal of Mechanical Sciences. 202-203:106506-106506. 2021
- Personalized intervention cardiology with transcatheter aortic valve replacement made possible with a non-invasive monitoring and diagnostic framework. Scientific Reports. 11:10888. 2021
- Effects of Choice of Medical Imaging Modalities on a Non-invasive Diagnostic and Monitoring Computational Framework for Patients With Complex Valvular, Vascular, and Ventricular Diseases Who Undergo Transcatheter Aortic Valve Replacement. Frontiers in Bioengineering and Biotechnology. 9:643453. 2021
- Towards non-invasive computational-mechanics and imaging-based diagnostic framework for personalized cardiology for coarctation. Scientific Reports. 10:9048. 2020
- A diagnostic, monitoring, and predictive tool for patients with complex valvular, vascular and ventricular diseases. Scientific Reports. 10:6905. 2020
- Mixed Valvular Disease Following Transcatheter Aortic Valve Replacement: Quantification and Systematic Differentiation Using Clinical Measurements and Image‐Based Patient‐Specific In Silico Modeling. Journal of the American Heart Association. 9:e015063. 2020
- LEFT VENTRICLE EFFICIENCY IN CHILDREN WITH MODERATE AORTIC VALVE REGURGITATION OR MODERATE AORTIC VALVE STENOSIS. Canadian Journal of Cardiology. 35:S116-S116. 2019
- ON VENTRICLE PUMPING EFFICIENCY IN MIXED AORTIC VALVE DISEASE AND A NEED FOR NEW PARAMETERS. Canadian Journal of Cardiology. 35:S38-S39. 2019
- Ventricular stroke work and vascular impedance refine the characterization of patients with aortic stenosis. Science Translational Medicine. 11:eaaw0181. 2019
- Numerical simulation of flows in a circular pipe transversely subjected to a localized impulsive body force with applications to blunt traumatic aortic rupture. Fluid Dynamics Research. 49:035510-035510. 2017
- Elimination of Transcoarctation Pressure Gradients Has No Impact on Left Ventricular Function or Aortic Shear Stress After Intervention in Patients With Mild Coarctation. JACC: Cardiovascular Interventions. 9:1953-1965. 2016
- The role of aortic compliance in determination of coarctation severity: Lumped parameter modeling, in vitro study and clinical evaluation. Journal of Biomechanics. 48:4229-4237. 2015
- Abstract 18045: Mild Coarctation of the Aorta: To Touch or Not to Touch the Patient? Looking at Left Ventricular Function and Hemodynamics. Circulation. 132. 2015
- Non-invasive determination of transcatheter pressure gradient in stenotic aortic valves: An analytical model. Medical Engineering and Physics. 37:321-327. 2015
- Hemodynamic Changes following Aortic Valve Bypass: A Mathematical Approach. PLoS ONE. 10:e0123000-e0123000. 2015
- CONTRIBUTION OF AORTIC REGURGITATION TO LEFT VENTRICLE LOAD IN PATIENTS WITH AORTIC STENOSIS: A MATHEMATICAL MODEL ANALYSIS. Canadian Journal of Cardiology. 30:S105-S105. 2014
- Coronary artery atherectomy reduces plaque shear strains: An endovascular elastography imaging study. Atherosclerosis. 235:140-149. 2014
- Endovascular Shear Strain Elastography for the Detection and Characterization of the Severity of Atherosclerotic Plaques: In Vitro Validation and In Vivo Evaluation. Ultrasound in Medicine and Biology. 40:890-903. 2014
- Effect of coarctation of the aorta and bicuspid aortic valve on flow dynamics and turbulence in the aorta using particle image velocimetry. Experiments in Fluids. 55. 2014
- Non-Invasive Determination of Left Ventricular Workload in Patients with Aortic Stenosis Using Magnetic Resonance Imaging and Doppler Echocardiography. PLoS ONE. 9:e86793-e86793. 2014
- Improvement of an intravascular ultrasound elasticity modulus imaging approach for detecting vulnerable atherosclerotic plaques. Journal of the Acoustical Society of America. 133:3541-3541. 2013
- Fluid Dynamics of Coarctation of the Aorta and Effect of Bicuspid Aortic Valve. PLoS ONE. 8:e72394-e72394. 2013
- A new approach for the evaluation of the severity of coarctation of the aorta using Doppler velocity index and effective orifice area: In vitro validation and clinical implications. Journal of Biomechanics. 45:1239-1245. 2012
- Modeling the impact of concomitant aortic stenosis and coarctation of the aorta on left ventricular workload. Journal of Biomechanics. 44:2817-2825. 2011
- 3D pulsatile flow in a curved tube with coexisting model of aortic stenosis and coarctation of the aorta. Medical Engineering and Physics. 33:315-324. 2011
- Effects of dynamic contact angle on numerical modeling of electrowetting in parallel plate microchannels. Microfluidics and Nanofluidics. 8:47-56. 2010
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other
- An Analytical Model of the Instantaneous Transvalvular Pressure Gradient Through an Aortic Stenosis \textbar ASME 2010 3rd Joint US-European Fluids Engineering Summer Meeting: Volume 1, Symposia – Parts A, B, and C \textbar FEDSM2010 \textbar Proceedings \textbar ASME DC
- Improvement of an intravascular ultrasound (IVUS) elasticity modulus imaging approach for detecting vulnerable atherosclerotic plaques: Proceedings of Meetings on Acoustics: Vol 19, No 1
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preprints