Pablo Lamata

Publications

• Clinical Diagnostic Biomarkers from the Personalization of Computational Models of Cardiac Physiology
• Breast milk consumption in preterm neonates and cardiac shape in adulthood
• Disproportionate cardiac hypertrophy during early postnatal development in infants born preterm.
• Improved identifiability of myocardial material parameters by an energy-based cost function.
• Beyond Bernoulli: Improving the Accuracy and Precision of Noninvasive Estimation of Peak Pressure Drops.
• Quantitative assessment of left ventricular mechanical dyssynchrony using cine cardiovascular magnetic resonance imaging: Inter-study reproducibility.
• Novel Computational Analysis of Left Atrial Anatomy Improves Prediction of Atrial Fibrillation Recurrence after Ablation.
• Analysis of lead placement optimization metrics in cardiac resynchronization therapy with computational modelling.
• Biophysical Modeling to Determine the Optimization of Left Ventricular Pacing Site and AV/VV Delays in the Acute and Chronic Phase of Cardiac Resynchronization Therapy.
• Right ventricular morphology and function following stage I palliation with a modified Blalock-Taussig shunt versus a right ventricle-to-pulmonary artery conduit.
• Atrio-ventricular mechanics and heart failure in Ebstein's anomaly - a cardiac magnetic resonance study.
• Feasibility of the estimation of myocardial stiffness with reduced 2D deformation data
• Recurrent fully convolutional neural networks for multi-slice MRI cardiac segmentation
• Scar shape analysis and simulated electrical instabilities in a non-ischemic dilated cardiomyopathy patient cohort
• Estimation of Cardiovascular Relative Pressure Using Virtual Work-Energy
• A three-dimensional atlas of child’s cardiac anatomy and the unique morphological alterations associated with obesity
• Optimal Control of SonoVue Microbubbles to Estimate Hydrostatic Pressure
• Non-invasive estimation of relative pressure in turbulent flow using virtual work-energy
• Real-time diameter of the fetal aorta from ultrasound
• Septal curvature as a robust and reproducible marker for basal septal hypertrophy.
• Linking statistical shape models and simulated function in the healthy adult human heart.
• Generating Synthetic Labeled Data from Existing Anatomical Models: An Example with Echocardiography Segmentation.
• Non-invasive estimation of relative pressure for intracardiac flows using virtual work-energy.
• The 'Digital Twin' to enable the vision of precision cardiology.
• A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging.
• Distribution of myocardial work in arterial hypertension: insights from non-invasive left ventricular pressure-strain relations.
• Multimodality Imaging Demonstrates Reduced Right-Ventricular Function Independent of Pulmonary Physiology in Moderately Preterm-Born Adults.
• Prenatal and Postnatal Cardiac Development in Offspring of Hypertensive Pregnancies.
• Variations in Cardiovascular Structure, Function, and Geometry in Midlife Associated With a History of Hypertensive Pregnancy.
• Basal Ventricular Septal Hypertrophy in Systemic Hypertension.
• Avoiding big data pitfalls.
• Sex-Dependent QRS Guidelines for Cardiac Resynchronization Therapy Using Computer Model Predictions.
• Cardiac Magnetic Resonance Left Ventricular Mechanical Uniformity Alterations for Risk Assessment After Acute Myocardial Infarction.
• Teaching cardiovascular medicine to machines.
• Temporal changes within mechanical dyssynchrony and rotational mechanics in Takotsubo syndrome: A cardiovascular magnetic resonance imaging study.
• An Asymmetric Wall-Thickening Pattern Predicts Response to Cardiac Resynchronization Therapy.
• Decreasing Compensatory Ability of Concentric Ventricular Hypertrophy in Aortic-Banded Rat Hearts.
• Atrio-ventricular deformation and heart failure in Ebstein's Anomaly - A cardiovascular magnetic resonance study.
• Left ventricular shape predicts arrhythmic risk in fibrotic dilated cardiomyopathy
• Unleashing the prognostic value of atrial shape in atrial fibrillation
• Evaluation of aortic stenosis: From Bernoulli and Doppler to Navier-Stokes
• Design considerations for engineering 3D models to study vascular pathologies in vitro
• Unlocking the Non-invasive Assessment of Conduit and Reservoir Function in the Aorta.
• Blood Speckle Imaging Compared with Conventional Doppler Ultrasound for Transvalvular Pressure Drop Estimation in an Aortic Flow Phantom
• Understanding and Improving Risk Assessment After Myocardial Infarction Using Automated Left Ventricular Shape Analysis.
• Altered Aortic Hemodynamics and Relative Pressure in Patients with Dilated Cardiomyopathy.
• Automated Echocardiographic Detection of Severe Coronary Artery Disease Using Artificial Intelligence.
• Impact of anatomical reverse remodelling in the design of optimal quadripolar pacing leads: A computational study.
• Clinically-Driven Virtual Patient Cohorts Generation: An Application to Aorta.
• Selectively Cross-Linked Tetra-PEG Hydrogels Provide Control over Mechanical Strength with Minimal Impact on Diffusivity.
• Assessment of cardiovascular physiology using magnetic resonance myocardial stress testing reveals impaired contractile reserve in patients with cirrhotic cardiomyopathy
• Quantitative assessment of myocardial mechanics in patients with cardiac amyloid using cardiovascular magnetic resonance myocardial feature tracking
• Assessment of cardiovascular physiology using dobutamine stress cardiovascular magnetic resonance reveals impaired contractile reserve in patients with cirrhotic cardiomyopathy
• Cardiovascular magnetic resonance feature-tracking assessment of myocardial mechanics: Intervendor agreement and considerations regarding reproducibility
• Revealing differences in anatomical remodelling of the systemic right ventricle
• Improving the stability of cardiac mechanical simulations
• Quantification of atrial dynamics using cardiovascular magnetic resonance: Inter-study reproducibility
• Improving the stratification power of cardiac ventricular shape
• Quantification of left ventricular torsion and diastolic recoil using cardiovascular magnetic resonance myocardial feature tracking
• Using cardiac magnetic resonance and computational modelling to assess the systemic right ventricle following different Norwood procedures: A dual centre study
• Distributed Data Management Service for VPH Applications
• Studying Dynamic Myofiber Aggregate Reorientation in Dilated Cardiomyopathy Using in Vivo Magnetic Resonance Diffusion Tensor Imaging
• Inter-model consistency and complementarity: Learning from ex-vivo imaging and electrophysiological data towards an integrated understanding of cardiac physiology
• Myocardial stiffness estimation: A novel cost function for unique parameter identification
• Inter-study reproducibility of left ventricular torsion and torsion rate quantification using MR myocardial feature tracking
• Integration of different cardiac electrophysiological models into a single simulation pipeline
• Pressure mapping from flow imaging: Enhancing computation of the viscous term through velocity reconstruction in near-wall regions
• Towards causally cohesive genotype-phenotype modelling for characterization of the soft-tissue mechanics of the heart in normal and pathological geometries
• Myocardial infarction detection from left ventricular shapes using a random forest
• Estimation of diastolic biomarkers: Sensitiviy to fibre orientation
• Aortic relative pressure components derived from four-dimensional flow cardiovascular magnetic resonance.
• Quality Metrics for High Order Meshes: Analysis of the Mechanical Simulation of the Heart Beat
• Personalised biophysical model to optimize left ventricle pacing location for Cardiac Resynchronisation Therapy over time
• Analyses of the Redistribution of Work following Cardiac Resynchronisation Therapy in a Patient Specific Model
• Model-Based Vasculature Extraction From Optical Fluorescence Cryomicrotome Images
• A finite-element approach to the direct computation of relative cardiovascular pressure from time-resolved MR velocity data
• The relative role of patient physiology and device optimisation in cardiac resynchronisation therapy: A computational modelling study
• The estimation of patient-specific cardiac diastolic functions from clinical measurements
• An accurate, fast and robust method to generate patient-specific cubic Hermite meshes
• Laparoscopic video analysis for training and image-guided surgery
• An automatic service for the personalization of ventricular cardiac meshes.
• Non-invasive pressure difference estimation from PC-MRI using the work-energy equation
• Share and enjoy: anatomical models database--generating and sharing cardiovascular model data using web services.
• Collaborative co-design of emerging multi-technologies for surgery
• EVA: Laparoscopic Instrument Tracking Based on Endoscopic Video Analysis for Psychomotor Skills Assessment
• An Automatic Data Assimilation Framework for Patient-specific Myocardial Mechanical Parameter Estimation
• Relevance of Motion-Related Assessment Metrics in Laparoscopic Surgery
• Preterm Heart in Adult Life Cardiovascular Magnetic Resonance Reveals Distinct Differences in Left Ventricular Mass, Geometry, and Function
• Computational mesh as a descriptor of left ventricular shape for clinical diagnosis
• Catheter-induced errors in pressure measurements in vessels: An in-vitro and numerical study
• A computational pipeline for quantification of mouse myocardial stiffness parameters
• Supervised classification of psychomotor competence in minimally invasive surgery based on instruments motion analysis
• Understanding the need of ventricular pressure for the estimation of diastolic biomarkers
• Images as drivers of progress in cardiac computational modelling
• Understanding the mechanisms amenable to CRT response: From pre-operative multimodal image data to patient-specific computational models
• Computational analysis of the importance of flow synchrony for cardiac ventricular assist devices
• Cardiovascular magnetic resonance myocardial feature tracking for the measurement of myocardial twist and untwist at rest and during dobutamine stress in healthy volunteers
• Quantification of intra and inter-ventricular dyssynchrony in Ebstein's anomaly using cardiovascular magnetic resonance myocardial feature tracking
• Towards a comprehensive description of relative aortic pressure: insights from 4D flow CMR
• Cardiovascular magnetic resonance myocardial feature tracking predicts severity of wall motion abnormalities following acute coronary syndromes
• Virtual reality thread simulation for laparoscopic suturing training
• Study of laparoscopic forces perception for defining simulation fidelity
• Conceptual framework for laparoscopic VR simulators
• Addressing shading-based laparoscopic registration
• Endoscopic video images analysis for surgical training and image-guided surgery
• Personalization of cubic hermite meshes for efficient biomechanical simulations
• Use of the resection map system as guidance during hepatectomy
• Generic conduction parameters for predicting activation waves in customised cardiac electrophysiology models
• Analysis of tissue consistency perception for laparoscopic simulator design
• A registration-based approach to quantify flow-mediated dilation (FMD) of the brachial artery in ultrasound image sequences
• Myocardial transversely isotropic material parameter estimation from in-silico measurements based on a reduced-order unscented Kalman filter
• Understanding perceptual boundaries in laparoscopic surgery
• Tissue consistency perception in laparoscopy to define the level of fidelity in virtual reality simulation
• Characterization of endothelial function in the brachial artery via affine registration of ultrasonographic image sequences
• Length-dependent tension in the failing heart and the efficacy of cardiac resynchronization therapy
• SINERGIA laparoscopic virtual reality simulator: Didactic design and technical development
• Methods and Tools for Objective Assessment of Psychomotor Skills in Laparoscopic Surgery
• Simulation, planning and navigation in laparoscopic surgery: Current status and challenges
• A new methodology to characterize sensory interaction for use in laparoscopic surgery simulation
• The Resection Map, a proposal for intraoperative hepatectomy guidance
• New methods for video-based tracking of laparoscopic tools
• Laparoscopic tool tracking method for augmented reality surgical applications
• Virtual reality thread simulation for laparoscopic suturing training.
• Study of laparoscopic forces perception for defining simulation fidelity.
• Refining and simplifying decision models – tackling the “one size fits all” challenge
• Automated Echocardiographic Detection of Severe Coronary Artery Disease Using Artificial Intelligence.
• Reshaping the Preterm Heart: Shifting Cardiac Renin-Angiotensin System Towards Cardioprotection in Rats Exposed to Neonatal High-Oxygen Stress
• Blood speckle imaging compared with conventional Doppler ultrasound for transvalvular pressure drop estimation in an aortic flow phantom
• Smartphone as an electronic stethoscope: Factors influencing heart sound quality
• Efficient Pix2Vox++ for 3D Cardiac Reconstruction from 2D Echo Views
• Beyond Simpson's Rule: Accounting for Orientation and Ellipticity Assumptions
• Left Ventricular Anatomy in Obstructive Hypertrophic Cardiomyopathy: Beyond Basal Septal Hypertrophy
• The challenge of understanding heart failure with supernormal left ventricular ejection fraction: Time for building the patient’s “digital twin”
• Automated Detection of Apical Foreshortening in Echocardiography Using Statistical Shape Modelling
• Phenotyping heart failure by echocardiography: Imaging of ventricular function and haemodynamics at rest and exercise
• Echo from Noise: Synthetic Ultrasound Image Generation Using Diffusion Models for Real Image Segmentation