A machine-learning approach for computation of fractional flow reserve from coronary computed tomography

Lucian Itu, Saikiran Rapaka, Tiziano Passerini, +6

Journal of Applied Physiology

Numerical AnalysisEngineeringMachine LearningFractional Flow ReserveBlood Flow +21

Comparison of Fractional Flow Reserve Based on Computational Fluid Dynamics Modeling Using Coronary Angiographic Vessel Morphology Versus Invasively Measured Fractional Flow Reserve

Monique Tröbs, Stephan Achenbach, Jens Röther, +10

The American Journal of Cardiology

EngineeringVascular ImageCardiovascular DiseaseFractional Flow ReserveFluid Mechanics +8

Physical determining factors of the arterial pulse waveform: theoretical analysis and calculation using the 1-D formulation

Jordi Alastruey, Tiziano Passerini, Luca Formaggia, +1

Journal of Engineering Mathematics

Arterial Pulse WaveformEngineeringFluid MechanicsBiomedical EngineeringPhysical Properties +19

A 3D/1D geometrical multiscale model of cerebral vasculature

Tiziano Passerini, Mariarita de Luca, Luca Formaggia, +2

Journal of Engineering Mathematics

Geometric ModelingNeuroanatomyNatural SciencesGeometrical Multiscale ModelBiomedical Imaging +9

Validation of an open source framework for the simulation of blood flow in rigid and deformable vessels

Tiziano Passerini, Annalisa Quaini, Umberto Villa, +2

International Journal for Numerical Methods in Biomedical Engineering

Deep learning acceleration of Total Lagrangian Explicit Dynamics for soft tissue mechanics

Felix Meister, Tiziano Passerini, Viorel Mihalef, +3

Computer Methods in Applied Mechanics and Engineering

EngineeringMultiscale MechanicsDeep LearningMachine LearningMechanics +7

An Integrated Statistical Investigation of Internal Carotid Arteries of Patients Affected by Cerebral Aneurysms

Tiziano Passerini, Laura M. Sangalli, Simone Vantini, +6

Cardiovascular Engineering and Technology

Cerebral AneurysmsInterventional NeuroradiologyEndovascular TechniqueCardiovascular DiseaseMedicine +12

A parameter estimation framework for patient-specific hemodynamic computations

Lucian Itu, Puneet Sharma, Tiziano Passerini, +3

Journal of Computational Physics

HemodynamicsParameter Estimation FrameworkEngineeringBiostatisticsModeling And Simulation +5

Assisted Fontan procedure: animal and in vitro models and computational fluid dynamics study☆☆☆

Antonio F. Corno, Christian Vergara, Subramanian Chellappan, +7

Interactive Cardiovascular and Thoracic Surgery

EngineeringFluid MechanicsBiomedical EngineeringTotal Pulmonary FlowBlood Flow +15

Treatment planning for a TCPC test case: A numerical investigation under rigid and moving wall assumptions

Lucia Mirabella, Christopher M. Haggerty, Tiziano Passerini, +5

International Journal for Numerical Methods in Biomedical Engineering