CEMRG_logo

← People

Portrait of Cesare Corrado

Cesare Corrado

Postdoctoral researcher · Imperial College London

Dr Cesare Corrado holds an MSc in Aerospace Engineering from the Polytechnic University of Milan and a PhD in Civil and Environmental Engineering from the University of Padua, Italy.

His research focuses on computational cardiac modelling, machine learning, and the integration of clinical data to develop patient-specific models for improving the treatment of cardiac arrhythmias. His current work includes predicting the outcomes of atrial fibrillation ablation and quantifying the effectiveness of antiarrhythmic drugs for treating ventricular tachycardia. He is also interested in model uncertainty and predictive performance, with the aim of developing reliable computational tools to support clinical decision-making.

Research themes

Papers

First author 13

  1. Cesare Corrado, Caroline H. Roney, Sanjiv M. Narayan, Wayne R. Giles, Steven A. Niederer

    The effect of clinically relevant changes in extracellular electrolyte concentrations on human atrial arrhythmias

    Communications Medicine, 2025

  2. Cesare Corrado, Caroline H. Roney, Orod Razeghi, Josè Alonso Solís Lemus, Sam Coveney, Iain Sim, Steven E. Williams, Mark D. O’Neill, …, Steven A. Niederer

    Quantifying the impact of shape uncertainty on predicted arrhythmias

    Computers in Biology and Medicine, 2023

  3. Cesare Corrado, Steven Williams, Caroline Roney, Gernot Plank, Mark O’Neill, Steven Niederer

    Using machine learning to identify local cellular properties that support re-entrant activation in patient-specific models of atrial fibrillation

    EP Europace, 2020

  4. Cesare Corrado, Adelisa Avezzù, Angela W. C. Lee, Caroline Mendoca Costa, Caroline H. Roney, Marina Strocchi, Martin Bishop, Steven A. Niederer

    Using cardiac ionic cell models to interpret clinical data

    WIREs Mechanisms of Disease, 2020

  5. Cesare Corrado, Orod Razeghi, Caroline Roney, Sam Coveney, Steven Williams, Iain Sim, Mark O’Neill, …, Steven Niederer

    Quantifying atrial anatomy uncertainty from clinical data and its impact on electro-physiology simulation predictions

    Medical Image Analysis, 2019

  6. Cesare Corrado, Steven Williams, Iain Sim, Sam Coveney, Mark O'Neill, …, Steven Niederer

    An Algorithm to Sample an Anatomy With Uncertainty

    Computing in cardiology, 2018

  7. Cesare Corrado, Steven Williams, Rashed Karim, Gernot Plank, Mark O’Neill, Steven Niederer

    A work flow to build and validate patient specific left atrium electrophysiology models from catheter measurements

    Medical Image Analysis, 2018

  8. Cesare Corrado, Steven Williams, Gernot Plank, Mark O�Neill, Steven Niederer

    A Predictive Personalised Model for the Left Atrium

    Computing in cardiology, 2017

  9. Cesare Corrado, John Whitaker, Henry Chubb, Steven Williams, Matt Wright, …, Steven Niederer

    Predicting Spiral Wave Stability by Personalized Electrophysiology Models

    Computing in cardiology, 2016

  10. Cesare Corrado, Steven A. Niederer

    A two-variable model robust to pacemaker behaviour for the dynamics of the cardiac action potential

    Mathematical Biosciences, 2016

  11. Cesare Corrado, John Whitaker, Henry Chubb, Steven Williams, Matthew Wright, …, Steven A. Niederer

    Personalized Models of Human Atrial Electrophysiology Derived From Endocardial Electrograms

    IEEE Transactions on Biomedical Engineering, 2016

  12. Corrado Cesare, Whitaker John, Chubb Henry, Williams Steven, Wright Matt, …, Niederer Steven

    個別電気生理学モデルによるスパイラル波安定性の予測【Powered by NICT】

    IEEE Conference Proceedings, 2016

The 12 most recent of 13. All of them are under Every group paper.

Middle author 25

  1. José Alonso Solís-Lemus, Rosie K. Barrows, Cristobal Rodero, Marina Strocchi, Natalie Montarello, Nishant Lahoti, Cesare Corrado, Abdul Qayyum, Shahrokh Rahmani, Caroline Roney, Gernot Plank, Christoph Augustin, …, Steven A. Niederer

    Assessing the importance of sex and disease-specific anatomy in electrophysiology and mechanical simulations with a newly developed public virtual cohort of four-chamber heart models

    PLoS Computational Biology, 2026

  2. Mariya Mamajiwala, Cesare Corrado, Christopher W. Lanyon, Steven A. Niederer, Richard D. Wilkinson, Richard H. Clayton

    Rapid calibration of atrial electrophysiology models using Gaussian process emulators in the ensemble Kalman filter

    Scientific Reports, 2026

  3. Bei Zhou, Maximilian Balmus, Cesare Corrado, Ludovica Cicci, Shuang Qian, Steven A. Niederer

    TorchCor: High-performance cardiac electrophysiology simulations with the finite element method on GPUs

    SoftwareX, 2026

  4. Mariya Mamajiwala, Cesare Corrado, Steven Niederer, Richard Wilkinson, Richard H. Clayton

    Ensemble Kalman Filtering Based Calibration of Tissue Parameters Using Emulators of Left Atrial Electrophysiology Models

    Computing in cardiology, 2025

  5. Alexandre Lewalle, Tiffany M. G. Baptiste, Rosie K. Barrows, Ludovica Cicci, Cesare Corrado, Angela W. C. Lee, Cristobal Rodero, José Alonso Solís-Lemus, Marina Strocchi, Steven A. Niederer

    Developing cardiac biomechanical models beyond the clinic: modeling stressors of daily life

    Biomechanics and Modeling in Mechanobiology, 2025

  6. Ali Gharaviri, Vinush Vigneswaran, Keeran Vickneson, Caroline Roney, Cesare Corrado, Sam Coveney, Kestutis Maciunas, …, Martin Bishop, Steven Niederer, …

    Performance of atrial conduction velocity algorithms with error-prone clinical measurements for the identification of atrial fibrosis

    Computers in Biology and Medicine, 2025

  7. Mariya Mamajiwala, Cesare Corrado, Steven Niederer, Richard Wilkinson, Richard H. Clayton

    Global Sensitivity Analysis of Left Atrial Electrophysiology Models

    Computing in cardiology, 2024

  8. Samuel Coveney, Cesare Corrado, Caroline Roney, Richard D. Wilkinson, Jeremy Oakley, steven niederer, Richard H. Clayton

    A Workflow for Probabilistic Calibration of Models of Left Atrial Electrophysiology

    Computing in cardiology, 2022

  9. Sam Coveney, Caroline H. Roney, Cesare Corrado, Richard D. Wilkinson, Jeremy E. Oakley, Steven A. Niederer, Richard H. Clayton

    Calibrating cardiac electrophysiology models using latent Gaussian processes on atrial manifolds

    Scientific Reports, 2022

  10. Caroline H. Roney, Iain Sim, Jin Yu, Marianne Beach, Arihant Mehta, Jose Alonso Solis-Lemus, …, Cesare Corrado, Orod Razeghi, …, Steven A. Niederer

    Predicting Atrial Fibrillation Recurrence by Combining Population Data and Virtual Cohorts of Patient-Specific Left Atrial Models

    Circulation Arrhythmia and Electrophysiology, 2022

  11. Sam Coveney, Cesare Corrado, Jeremy E. Oakley, Richard D. Wilkinson, Steven A. Niederer, Richard H. Clayton

    Bayesian Calibration of Electrophysiology Models Using Restitution Curve Emulators

    Frontiers in Physiology, 2021

  12. Orod Razeghi, Mattias Heinrich, Thomas E. Fastl, Cesare Corrado, Rashed Karim, Adelaide De Vecchi, …, Steven Niederer

    Hyperparameter optimisation and validation of registration algorithms for measuring regional ventricular deformation using retrospective gated computed tomography images

    Scientific Reports, 2021

The 12 most recent of 25. All of them are under Every group paper.