Tommaso Mansi

According to our database1, Tommaso Mansi authored at least 78 papers between 2005 and 2019.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2019
Learning a Probabilistic Model for Diffeomorphic Registration.
IEEE Trans. Med. Imaging, 2019

Unsupervised Deformable Registration for Multi-modal Images via Disentangled Representations.
Proceedings of the Information Processing in Medical Imaging, 2019

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

Task Driven Generative Modeling for Unsupervised Domain Adaptation: Application to X-ray Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Unsupervised Probabilistic Deformation Modeling for Robust Diffeomorphic Registration.
Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018

Deep Convolutional Networks for Automated Detection of Epileptogenic Brain Malformations.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Dilated FCN for Multi-Agent 2D/3D Medical Image Registration.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Towards patient-specific modeling of mitral valve repair: 3D transesophageal echocardiography-derived parameter estimation.
Medical Image Analysis, 2017

Personalized mitral valve closure computation and uncertainty analysis from 3D echocardiography.
Medical Image Analysis, 2017

Comprehensive preclinical evaluation of a multi-physics model of liver tumor radiofrequency ablation.
Int. J. Comput. Assist. Radiol. Surg., 2017

Robust Non-rigid Registration Through Agent-Based Action Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Estimation of Local Conduction Velocity from Myocardium Activation Time: Application to Cardiac Resynchronization Therapy.
Proceedings of the Functional Imaging and Modelling of the Heart, 2017

An Artificial Agent for Robust Image Registration.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
A self-taught artificial agent for multi-physics computational model personalization.
Medical Image Analysis, 2016

Shaping the future through innovations: From medical imaging to precision medicine.
Medical Image Analysis, 2016

Personalized Computer Simulation of Diastolic Function in Heart Failure.
Genomics, Proteomics & Bioinformatics, 2016

An Artificial Agent for Anatomical Landmark Detection in Medical Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

2015
Patient-Specific Biomechanical Model for the Prediction of Lung Motion From 4-D CT Images.
IEEE Trans. Med. Imaging, 2015

Efficient Lattice Boltzmann Solver for Patient-Specific Radiofrequency Ablation of Hepatic Tumors.
IEEE Trans. Med. Imaging, 2015

Robust Live Tracking of Mitral Valve Annulus for Minimally-Invasive Intervention Guidance.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Vito - A Generic Agent for Multi-physics Model Personalization: Application to Heart Modeling.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Data-Driven Model Reduction for Fast, High Fidelity Atrial Electrophysiology Computations.
Proceedings of the Functional Imaging and Modeling of the Heart, 2015

Propagation of Myocardial Fibre Architecture Uncertainty on Electromechanical Model Parameter Estimation: A Case Study.
Proceedings of the Functional Imaging and Modeling of the Heart, 2015

2014
Data-driven estimation of cardiac electrical diffusivity from 12-lead ECG signals.
Medical Image Analysis, 2014

Corrigendum to "Group-wise construction of reduced models for understanding and characterization of pulmonary blood flows from medical images" [Med. Image Anal. 18(2014) 63-82].
Medical Image Analysis, 2014

Group-wise construction of reduced models for understanding and characterization of pulmonary blood flows from medical images.
Medical Image Analysis, 2014

Estimation of Regional Electrical Properties of the Heart from 12-Lead ECG and Images.
Proceedings of the Statistical Atlases and Computational Models of the Heart - Imaging and Modelling Challenges, 2014

Robust Detection of Mitral Papillary Muscle from 4D Transesophageal Echocardiography.
Proceedings of the Statistical Atlases and Computational Models of the Heart - Imaging and Modelling Challenges, 2014

Robust Image-Based Estimation of Cardiac Tissue Parameters and Their Uncertainty from Noisy Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Multi-modal Validation Framework of Mitral Valve Geometry and Functional Computational Models.
Proceedings of the Statistical Atlases and Computational Models of the Heart - Imaging and Modelling Challenges, 2014

Parameter Estimation for Personalization of Liver Tumor Radiofrequency Ablation.
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2014

Automatic image-to-model framework for patient-specific electromechanical modeling of the heart.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013
Benchmarking framework for myocardial tracking and deformation algorithms: An open access database.
Medical Image Analysis, 2013

Fast Data-Driven Calibration of a Cardiac Electrophysiology Model from Images and ECG.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Biomechanically Driven Registration of Pre- to Intra-Operative 3D Images for Laparoscopic Surgery.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Multi-modal Pipeline for Comprehensive Validation of Mitral Valve Geometry and Functional Computational Models.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2013

A Framework for the Pre-clinical Validation of LBM-EP for the Planning and Guidance of Ventricular Tachycardia Ablation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2013

Automatic Personalization of the Mitral Valve Biomechanical Model Based on 4D Transesophageal Echocardiography.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2013

Image-Based Computational Models for TAVI Planning: From CT Images to Implant Deployment.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Lattice Boltzmann Method for Fast Patient-Specific Simulation of Liver Tumor Ablation from CT Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Estimation of patient-specific material properties of the mitral valve using 4D Transesophageal Echocardiography.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Advanced intervention planning for Transcatheter Aortic Valve Implantations (TAVI) from CT using volumetric models.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

From Medical Images to Fast Computational Models of Heart Electromechanics: An Integrated Framework towards Clinical Use.
Proceedings of the Functional Imaging and Modeling of the Heart, 2013

Data-Driven Reduction of a Cardiac Myofilament Model.
Proceedings of the Functional Imaging and Modeling of the Heart, 2013

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

Construction of 3D MR image-based computer models of pathologic hearts, augmented with histology and optical fluorescence imaging to characterize action potential propagation.
Medical Image Analysis, 2012

An integrated framework for finite-element modeling of mitral valve biomechanics from medical images: Application to MitralClip intervention planning.
Medical Image Analysis, 2012

Surface-based multi-template automated hippocampal segmentation: Application to temporal lobe epilepsy.
Medical Image Analysis, 2012

LBM-EP: Lattice-Boltzmann Method for Fast Cardiac Electrophysiology Simulation from 3D Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

In vivo Contact EP Data and ex vivo MR-Based Computer Models: Registration and Model-Dependent Errors.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2012

A Personalized Biomechanical Model for Respiratory Motion Prediction.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Data-driven computational models of heart anatomy, mechanics and hemodynamics: An integrated framework.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Patient-specific finite-element simulation of respiratory mechanics for radiotherapy guidance, a first evaluation study.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011
A Statistical Model for Quantification and Prediction of Cardiac Remodelling: Application to Tetralogy of Fallot.
IEEE Trans. Med. Imaging, 2011

Correspondence Between Simple 3-D MRI-Based Computer Models and In-Vivo EP Measurements in Swine With Chronic Infarctions.
IEEE Trans. Biomed. Engineering, 2011

iLogDemons: A Demons-Based Registration Algorithm for Tracking Incompressible Elastic Biological Tissues.
International Journal of Computer Vision, 2011

Robust Physically-Constrained Modeling of the Mitral Valve and Subvalvular Apparatus.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

EP Challenge - STACOM'11: Forward Approaches to Computational Electrophysiology Using MRI-Based Models and In-Vivo CARTO Mapping in Swine Hearts.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2011

An Incompressible Log-Domain Demons Algorithm for Tracking Heart Tissue.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2011

Towards Patient-Specific Finite-Element Simulation of MitralClip Procedure.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Robust Surface-Based Multi-template Automated Algorithm to Segment Healthy and Pathological Hippocampi.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Vertex-Wise Shape Analysis of the Hippocampus: Disentangling Positional Differences from Volume Changes.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Model-Based Fusion of Multi-modal Volumetric Images: Application to Transcatheter Valve Procedures.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Patient-Specific Model of Left Heart Anatomy, Dynamics and Hemodynamics from 4D TEE: A First Validation Study.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011

A 3D MRI-Based Cardiac Computer Model to Study Arrhythmia and Its In-vivo Experimental Validation.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011

2010
Image-based physiological and statistical models of the heart: application to tetralogy of Fallot. (Modèles physiologiques et statistiques du cœur guidés par imagerie médicale : application à la tétralogie de Fallot).
PhD thesis, 2010

Cardiac Motion Estimation Using a ProActive Deformable Model: Evaluation and Sensitivity Analysis.
Proceedings of the Statistical Atlases and Computational Models of the Heart, 2010

Atlas-Based Reduced Models of Blood Flows for Fast Patient-Specific Simulations.
Proceedings of the Statistical Atlases and Computational Models of the Heart, 2010

LogDemons Revisited: Consistent Regularisation and Incompressibility Constraint for Soft Tissue Tracking in Medical Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

2009
A Statistical Model of Right Ventricle in Tetralogy of Fallot for Prediction of Remodelling and Therapy Planning.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 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

Characterization of Post-infarct Scars in a Porcine Model - A Combined Experimental and Theoretical Study.
Proceedings of the Functional Imaging and Modeling of the Heart, 2009

Physically-Constrained Diffeomorphic Demons for the Estimation of 3D Myocardium Strain from Cine-MRI.
Proceedings of the Functional Imaging and Modeling of the Heart, 2009

Virtual Pulmonary Valve Replacement Interventions with a Personalised Cardiac Electromechanical Model.
Proceedings of the Recent Advances in the 3D Physiological Human, 2009

2008
An Integrated Platform for Dynamic Cardiac Simulation and Image Processing: Application to Personalised Tetralogy of Fallot Simulation.
Proceedings of the Eurographics Workshop on Visual Computing for Biomedicine, 2008

2006
Segmentation of focal cortical dysplasia lesions on MRI using level set evolution.
NeuroImage, 2006

Improved segmentation of focal cortical dysplasia lesions on MRI using expansion towards cortical boundaries.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

2005
Segmentation of Focal Cortical Dysplasia Lesions Using a Feature-Based Level Set.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005


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