C. Aldo Rinaldi

Orcid: 0000-0002-3930-1957

Affiliations:
  • King's College London, UK


According to our database1, C. Aldo Rinaldi authored at least 89 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
CardioXplorer: An Open-Source Modular Teleoperative Robotic Catheter Ablation System.
Robotics, May, 2024

Real-Time Device Detection with Rotated Bounding Boxes and Its Clinical Application.
Proceedings of the Clinical Image-Based Procedures - 13th International Workshop, 2024

A Deep Learning Framework for Assessing the Risk of Transvenous Lead Extraction Procedures.
Proceedings of the Artificial Intelligence in Healthcare - First International Conference, 2024

2023
Uncertainty aware training to improve deep learning model calibration for classification of cardiac MR images.
Medical Image Anal., August, 2023

Cell to whole organ global sensitivity analysis on a four-chamber heart electromechanics model using Gaussian processes emulators.
PLoS Comput. Biol., 2023

Uncertainty Aware Training to Improve Deep Learning Model Calibration for Classification of Cardiac MR Images.
CoRR, 2023

Automatic Detection of Coil Position in the Chest X-ray Images for Assessing the Risks of Lead Extraction Procedures.
Proceedings of the Functional Imaging and Modeling of the Heart, 2023

2022
A multimodal deep learning model for cardiac resynchronisation therapy response prediction.
Medical Image Anal., 2022

An automated near-real time computational method for induction and treatment of scar-related ventricular tachycardias.
Medical Image Anal., 2022

AI-enabled Assessment of Cardiac Systolic and Diastolic Function from Echocardiography.
CoRR, 2022

Impact of anatomical reverse remodelling in the design of optimal quadripolar pacing leads: A computational study.
Comput. Biol. Medicine, 2022

Regional left ventricle scar detection from routine cardiac computed tomography angiograms using latent space classification.
Comput. Biol. Medicine, 2022

Determining anatomical and electrophysiological detail requirements for computational ventricular models of porcine myocardial infarction.
Comput. Biol. Medicine, 2022

AI-Enabled Assessment of Cardiac Systolic and Diastolic Function from Echocardiography.
Proceedings of the Simplifying Medical Ultrasound - Third International Workshop, 2022

The Influence of Left Atrial Wall Thickness and Curvature on Wall Strain in Patient-Specific Atrium Models.
Proceedings of the Computing in Cardiology, 2022

2021
An in-silico assessment of efficacy of two novel intra-cardiac electrode configurations versus traditional anti-tachycardia pacing therapy for terminating sustained ventricular tachycardia.
Comput. Biol. Medicine, 2021

Non-invasive simulated electrical and measured mechanical indices predict response to cardiac resynchronization therapy.
Comput. Biol. Medicine, 2021

Assessing the ability of substrate mapping techniques to guide ventricular tachycardia ablation using computational modelling.
Comput. Biol. Medicine, 2021

Uncertainty-Aware Training for Cardiac Resynchronisation Therapy Response Prediction.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge, 2021

The Effect of Ventricular Myofibre Orientation on Atrial Dynamics.
Proceedings of the Functional Imaging and Modeling of the Heart, 2021

Optimisation of Left Atrial Feature Tracking Using Retrospective Gated Computed Tomography Images.
Proceedings of the Functional Imaging and Modeling of the Heart, 2021

2020
3D Electrophysiological Modeling of Interstitial Fibrosis Networks and Their Role in Ventricular Arrhythmias in Non-Ischemic Cardiomyopathy.
IEEE Trans. Biomed. Eng., 2020

In-silico pace-mapping using a detailed whole torso model and implanted electronic device electrograms for more efficient ablation planning.
Comput. Biol. Medicine, 2020

Interpretable Deep Models for Cardiac Resynchronisation Therapy Response Prediction.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

His Bundle Pacing but not Left Bundle Pacing Corrects Septal Flash in Left Bundle Branch Block Patients.
Proceedings of the Computing in Cardiology, 2020

2019
Transfer Learning From Simulations on a Reference Anatomy for ECGI in Personalized Cardiac Resynchronization Therapy.
IEEE Trans. Biomed. Eng., 2019

Conceptual Intra-Cardiac Electrode Configurations That Facilitate Directional Cardiac Stimulation for Optimal Electrotherapy.
IEEE Trans. Biomed. Eng., 2019

Scar shape analysis and simulated electrical instabilities in a non-ischemic dilated cardiomyopathy patient cohort.
PLoS Comput. Biol., 2019

A rule-based method for predicting the electrical activation of the heart with cardiac resynchronization therapy from non-invasive clinical data.
Medical Image Anal., 2019

Generation of a cohort of whole-torso cardiac models for assessing the utility of a novel computed shock vector efficiency metric for ICD optimisation.
Comput. Biol. Medicine, 2019

Characterizing the clinical implementation of a novel activation-repolarization metric to identify targets for catheter ablation of ventricular tachycardias using computational models.
Comput. Biol. Medicine, 2019

2018
Myocardial strain computed at multiple spatial scales from tagged magnetic resonance imaging: Estimating cardiac biomarkers for CRT patients.
Medical Image Anal., 2018

3D/2D model-to-image registration by imitation learning for cardiac procedures.
Int. J. Comput. Assist. Radiol. Surg., 2018

LV function validation of computer-assisted interventional system for cardiac resyncronisation therapy.
Int. J. Comput. Assist. Radiol. Surg., 2018

Sequential Electro-Anatomical Mapping Methodology and Preliminary Results for Reentry Vulnerability Index Estimation.
Proceedings of the Computing in Cardiology, 2018

Predicting Activation Patterns in Cardiac Resynchronization Therapy Patients.
Proceedings of the Computing in Cardiology, 2018

Personalized Modelling Pipeline for Cardiac Electrophysiology Simulations of Cardiac Resynchronization Therapy in Infarct patients.
Proceedings of the Computing in Cardiology, 2018

Optimization of a Novel Activation-Repolarization Metric to Identify Targets for Catheter Ablation.
Proceedings of the Computing in Cardiology, 2018

The Effects of Non-ischemic Fibrosis Texture and Density on Mechanisms of Reentry.
Proceedings of the Computing in Cardiology, 2018

2017
A Planning and Guidance Platform for Cardiac Resynchronization Therapy.
IEEE Trans. Medical Imaging, 2017

3D/2D Registration with superabundant vessel reconstruction for cardiac resynchronization therapy.
Medical Image Anal., 2017

A framework for combining a motion atlas with non-motion information to learn clinically useful biomarkers: Application to cardiac resynchronisation therapy response prediction.
Medical Image Anal., 2017

ECG imaging of ventricular tachycardia: evaluation against simultaneous non-contact mapping and CMR-derived grey zone.
Medical Biol. Eng. Comput., 2017

Sparse Bayesian Non-linear Regression for Multiple Onsets Estimation in Non-invasive Cardiac Electrophysiology.
Proceedings of the Functional Imaging and Modelling of the Heart, 2017

Automatic Layer Generation for Scar Transmurality Visualization.
Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017

2016
Interactive visualization for scar transmurality in cardiac resynchronization therapy.
Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016

Registration with Adjacent Anatomical Structures for Cardiac Resynchronization Therapy Guidance.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2016

Learning Optimal Spatial Scales for Cardiac Strain Analysis Using a Motion Atlas.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2016

3D Reconstruction of Coronary Veins from a Single X-Ray Fluoroscopic Image and Pre-operative MR.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2016

Dynamic mapping of ventricular function from cardiovascular magnetic resonance imaging.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Personalised Biophysical Model to Optimise Left Ventricle Pacing Location for Cardiac Resynchronisation Therapy Over Time.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

2015
Towards Left Ventricular Scar Localisation Using Local Motion Descriptors.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2015

Prospective Identification of CRT Super Responders Using a Motion Atlas and Random Projection Ensemble Learning.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

Myocardial Stiffness Estimation: A Novel Cost Function for Unique Parameter Identification.
Proceedings of the Functional Imaging and Modeling of the Heart, 2015

2014
Cardiac Electrophysiological Activation Pattern Estimation From Images Using a Patient-Specific Database of Synthetic Image Sequences.
IEEE Trans. Biomed. Eng., 2014

Surface flattening of the human left atrium and proof-of-concept clinical applications.
Comput. Medical Imaging Graph., 2014

Image-Based View-Angle Independent Cardiorespiratory Motion Gating for X-ray-Guided Interventional Electrophysiology Procedures.
Proceedings of the Statistical Atlases and Computational Models of the Heart - Imaging and Modelling Challenges, 2014

2013
The estimation of patient-specific cardiac diastolic functions from clinical measurements.
Medical Image Anal., 2013

Personalization of a cardiac electromechanical model using reduced order unscented Kalman filtering from regional volumes.
Medical Image Anal., 2013

Velocity-Based Cardiac Contractility Personalization with Derivative-Free Optimization.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2013

Extraction of Cardiac and Respiratory Motion Information from Cardiac X-Ray Fluoroscopy Images Using Hierarchical Manifold Learning.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2013

Automatic Electrode and CT/MR Image Co-localisation for Electrocardiographic Imaging.
Proceedings of the Functional Imaging and Modeling of the Heart, 2013

Fusion of Local Activation Time Maps and Image Data to Personalize Anatomical Atrial Models.
Proceedings of the Functional Imaging and Modeling of the Heart, 2013

Three-Modality Registration for Guidance of Minimally Invasive Cardiac Interventions.
Proceedings of the Functional Imaging and Modeling of the Heart, 2013

2012
Clinical Evaluation of Respiratory Motion Compensation for Anatomical Roadmap Guided Cardiac Electrophysiology Procedures.
IEEE Trans. Biomed. Eng., 2012

Personalization of Cardiac Motion and Contractility From Images Using Variational Data Assimilation.
IEEE Trans. Biomed. Eng., 2012

Patient-specific electromechanical models of the heart for the prediction of pacing acute effects in CRT: A preliminary clinical validation.
Medical Image Anal., 2012

Registration of 3D trans-esophageal echocardiography to X-ray fluoroscopy using image-based probe tracking.
Medical Image Anal., 2012

Cardiac Mechanical Parameter Calibration Based on the Unscented Transform.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Infarct Segmentation of the Left Ventricle Using Graph-Cuts.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2012

Evaluation of a Real-Time Hybrid Three-Dimensional Echo and X-Ray Imaging System for Guidance of Cardiac Catheterisation Procedures.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Clinical applications of image fusion for electrophysiology procedures.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Cardiac Unfold: A Novel Technique for Image-Guided Cardiac Catheterization Procedures.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2012

Automatic image-based retrospective gating of interventional cardiac X-ray images.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Validation of a Novel Method for the Automatic Segmentation of Left Atrial Scar from Delayed-Enhancement Magnetic Resonance.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2011

Image-Based Automatic Ablation Point Tagging System with Motion Correction for Cardiac Ablation Procedures.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2011

An Automatic Data Assimilation Framework for Patient-Specific Myocardial Mechanical Parameter Estimation.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011

Real-Time Cardiac MR Anatomy and Dyssynchrony Overlay for Guidance of Cardiac Resynchronization Therapy Procedures: Clinical Results Update.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011

Comparing Image-Based Respiratory Motion Correction Methods for Anatomical Roadmap Guided Cardiac Electrophysiology Procedures.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011

Automatic Segmentation of Left Atrial Scar from Delayed-Enhancement Magnetic Resonance Imaging.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011

Are Robotic-Assisted Catheter Ablation Lesions Different from Standard Catheter Ablation in Paroxysmal AF Patients? : Novel CMRI Findings Made Possible with Semi-automatic 3-D Visualisation.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011

2010
3-D Visualization of Acute RF Ablation Lesions Using MRI for the Simultaneous Determination of the Patterns of Necrosis and Edema.
IEEE Trans. Biomed. Eng., 2010

Real-Time Respiratory Motion Correction for Cardiac Electrophysiology Procedures Using Image-Based Coronary Sinus Catheter Tracking.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Image and Physiological Data Fusion for Guidance and Modelling of Cardiac Resynchronization Therapy Procedures.
Proceedings of the Statistical Atlases and Computational Models of the Heart, 2010

An MRI/CT-based cardiac electroanatomical mapping system with scattered data interpolation algorithm.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Rapid Image Registration of Three-Dimensional Transesophageal Echocardiography and X-ray Fluoroscopy for the Guidance of Cardiac Interventions.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2010

2009
A novel technique for the three-dimensional visualization of radio-frequency ablation lesions using delayed enhancement magnetic resonance imaging.
Proceedings of the Medical Imaging 2009: Visualization, 2009

Personalised Electromechanical Model of the Heart for the Prediction of the Acute Effects of Cardiac Resynchronisation Therapy.
Proceedings of the Functional Imaging and Modeling of the Heart, 2009

2008
Model-Based Imaging of Cardiac Apparent Conductivity and Local Conduction Velocity for Diagnosis and Planning of Therapy.
IEEE Trans. Medical Imaging, 2008


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