Tommaso Mansi
Orcid: 0000-0002-8342-4110
According to our database1,
Tommaso Mansi
authored at least 101 papers
between 2005 and 2024.
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Bibliography
2024
Arges: Spatio-Temporal Transformer for Ulcerative Colitis Severity Assessment in Endoscopy Videos.
Proceedings of the Machine Learning in Medical Imaging - 15th International Workshop, 2024
Harnessing Temporal Information for Precise Frame-Level Predictions in Endoscopy Videos.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
EchoFM: A View-Independent Echocardiogram Model for the Detection of Pulmonary Hypertension.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
2022
Int. J. Comput. Assist. Radiol. Surg., 2022
A comparative study on computational models of multi-electrode radiofrequency ablation of large liver tumors.
Int. J. Comput. Assist. Radiol. Surg., 2022
Proceedings of the Biomedical Image Registration - 10th International Workshop, 2022
Automatic planning of liver tumor thermal ablation using deep reinforcement learning.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022
Fast Automatic Liver Tumor Radiofrequency Ablation Planning via Learned Physics Model.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
2021
Learning a Generative Motion Model From Image Sequences Based on a Latent Motion Matrix.
IEEE Trans. Medical Imaging, 2021
Non-Linear Hysteresis Compensation of a Tendon-Sheath-Driven Robotic Manipulator Using Motor Current.
IEEE Robotics Autom. Lett., 2021
A Wide-area, Low-latency, and Power-efficient 6-DoF Pose Tracking System for Rigid Objects.
CoRR, 2021
CoRR, 2021
2020
Unsupervised X-ray image segmentation with task driven generative adversarial networks.
Medical Image Anal., 2020
CoRR, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Graph Convolutional Regression of Cardiac Depolarization from Sparse Endocardial Maps.
Proceedings of the Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges, 2020
Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020
2019
IEEE Trans. Medical Imaging, 2019
Probabilistic Motion Modeling from Medical Image Sequences: Application to Cardiac Cine-MRI.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges, 2019
Unsupervised Deformable Registration for Multi-modal Images via Disentangled Representations.
Proceedings of the Information Processing in Medical Imaging, 2019
2018
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
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 Anal., 2017
Personalized mitral valve closure computation and uncertainty analysis from 3D echocardiography.
Medical Image Anal., 2017
Comprehensive preclinical evaluation of a multi-physics model of liver tumor radiofrequency ablation.
Int. J. Comput. Assist. Radiol. Surg., 2017
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
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 Anal., 2016
Medical Image Anal., 2016
Genom. Proteom. Bioinform., 2016
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. Medical Imaging, 2015
Efficient Lattice Boltzmann Solver for Patient-Specific Radiofrequency Ablation of Hepatic Tumors.
IEEE Trans. Medical 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
Medical Image Anal., 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 Anal., 2014
Group-wise construction of reduced models for understanding and characterization of pulmonary blood flows from medical images.
Medical Image Anal., 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
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 Anal., 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
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 Anal., 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 Anal., 2012
An integrated framework for finite-element modeling of mitral valve biomechanics from medical images: Application to MitralClip intervention planning.
Medical Image Anal., 2012
Surface-based multi-template automated hippocampal segmentation: Application to temporal lobe epilepsy.
Medical Image Anal., 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
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. Medical Imaging, 2011
Correspondence Between Simple 3-D MRI-Based Computer Models and In-Vivo EP Measurements in Swine With Chronic Infarctions.
IEEE Trans. Biomed. Eng., 2011
iLogDemons: A Demons-Based Registration Algorithm for Tracking Incompressible Elastic Biological Tissues.
Int. J. Comput. Vis., 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
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2011
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
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
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
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005