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.

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Co-workers & collaborators

Alfonso Bueno-Orovio

Alfonso Bueno-Orovio

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