Cardiac Motion Extraction Using 3D Surface Matching in Multislice Computed Tomography. - Antoine Simon; Mireille Garreau; Dominique Boulmier; Jean-Louis Coatrieux; Hervé Le Breton (MICCAI (2), 2004)

A Surface-Volume Matching Process Using a Markov Random Field Model for Cardiac Motion Extraction in MSCT Imaging. - Antoine Simon; Mireille Garreau; Dominique Boulmier; Jean-Louis Coatrieux; Hervé Le Breton (FIMH, 2005)

Assessment of Left Ventricular Function in Cardiac MSCT Imaging by a 4D Hierarchical Surface-Volume Matching Process. - Mireille Garreau; Antoine Simon; Dominique Boulmier; Jean-Louis Coatrieux; Hervé Le Breton (Int. J. Biomed. Imaging, 2006)

Cardiac function estimation for resynchronization therapy: Comparison between multislice-ct and speckle tracking imaging. - Régis Delaunay; Antoine Simon; Alfredo Hernández 001; Christophe Leclercq; Erwan Donal; Antoine Larralde; Mireille Garreau (ISBI, 2008)

Data fusion of Left Ventricle Electro-Anatomical Mapping and Multislice Computerized Tomography. - François Tavard; Antoine Simon; Christophe Leclercq; Dominique Pavin; Alfredo Hernández 001; Mireille Garreau (ICIP, 2009)

Atlas Based Segmentation and Mapping of Organs at Risk from Planning CT for the Development of Voxel-Wise Predictive Models of Toxicity in Prostate Radiotherapy. - Oscar Acosta; Jason Dowling; Guillaume Cazoulat; Antoine Simon; Olivier Salvado; Renaud de Crevoisier; Pascal Haigron (Prostate Cancer Imaging, 2010)

Evaluation of multi-atlas-based segmentation of CT scans in prostate cancer radiotherapy. - Oscar Acosta; Antoine Simon; Frederic Monge; Frederic Commandeur; Cunka Bassirou; Guillaume Cazoulat; Renaud de Crevoisier; Pascal Haigron (ISBI, 2011)

Dose Monitoring in Prostate Cancer Radiotherapy Using CBCT to CT Constrained Elastic Image Registration. - Guillaume Cazoulat; Antoine Simon; Oscar Acosta; Juan David Ospina; Khemara Gnep; Romain Viard; Renaud de Crevoisier; Pascal Haigron (Prostate Cancer Imaging, 2011)

Spatial Characterization and Classification of Rectal Bleeding in Prostate Cancer Radiotherapy with a Voxel-Based Principal Components Analysis Model for 3D Dose Distribution. - Baiyang Chen; Oscar Acosta; Amar Kachenoura; Juan David Ospina; Gaël Dréan; Antoine Simon; Jean-Jacques Bellanger; Pascal Haigron; Renaud de Crevoisier (Prostate Cancer Imaging, 2011)

Spatial Nonparametric Mixed-Effects Model with Spatial-Varying Coefficients for Analysis of Populations. - Juan David Ospina; Oscar Acosta; Gaël Dréan; Guillaume Cazoulat; Antoine Simon; Juan Carlos Correa; Pascal Haigron; Renaud de Crevoisier (MLMI, 2011)

Dynamic registration of cardiac US and CT data using Fourier descriptors and Dynamic Time Warping. - François Tavard; Antoine Simon; Alfredo Hernández 001; Julián Betancur; Erwan Donal; Mireille Garreau (IPTA, 2012)

Inter-individual organ-driven CT registration for dose mapping in prostate cancer radiotherapy. - Gaël Dréan; Oscar Acosta; Antoine Simon; Renaud de Crevoisier; Pascal Haigron (ISBI, 2012)

A new pencil beam model for photon dose calculations. - Pengcheng Zhang; Huazhong Shu; Antoine Simon; Pascal Haigron; Renaud de Crevoisier (BMEI, 2013)

Dynamic Registration of Multiple-view US and MRI for the Characterization of Hypertrophic Cardiomyopathy. - Julián Betancur; Antoine Simon; Frédéric Schnell; François Tavard; Erwan Donal; Alfredo I. Hernández 001; Mireille Garreau (CinC, 2013)

Spatio-temporal Registration of 2D US and 3D MR Images for the Characterization of Hypertrophic Cardiomyopathy. - Julián Betancur; Frédéric Schnell; Antoine Simon; François Tavard; Erwan Donal; Alfredo Hernández 001; Mireille Garreau (FIMH, 2013)

Propagation of the MRI prostate delineation to the planning CT: A new matching contour framework. - Frederic Commandeur; Oscar Acosta; Antoine Simon; Romain Mathieu; Pascal Haigron; Renaud de Crevoisier (ISBI, 2013)

A Tensor-Based Population Value Decomposition to Explain Rectal Toxicity after Prostate Cancer Radiotherapy. - Juan David Ospina; Frederic Commandeur; Richard Ríos; Gaël Dréan; Juan Carlos Correa; Antoine Simon; Pascal Haigron; Renaud de Crevoisier; Oscar Acosta (MICCAI (2), 2013)

Evaluation of non-rigid constrained CT/CBCT registration algorithms for delineation propagation in the context of prostate cancer radiotherapy. - Mathieu Rubeaux; Antoine Simon; Khemara Gnep; Jérémy Colliaux; Oscar Acosta; Renaud de Crevoisier; Pascal Haigron (Image-Guided Procedures, 2013)

Surface-Constrained Nonrigid Registration for Dose Monitoring in Prostate Cancer Radiotherapy. - Guillaume Cazoulat; Antoine Simon; Aurélien Dumenil; Khemara Gnep; Renaud de Crevoisier; Oscar Acosta; Pascal Haigron (IEEE Trans. Medical Imaging, 2014)

Multimodal Registration and Data Fusion for Cardiac Resynchronization Therapy Optimization. - François Tavard; Antoine Simon; Christophe Leclercq; Erwan Donal; Alfredo Hernández 001; Mireille Garreau (IEEE Trans. Medical Imaging, 2014)

Multi-modal data fusion for Cardiac Resynchronization Therapy planning and assistance. - Sophie Bruge; Antoine Simon; Mathieu Lederlin; Julián Betancur; Alfredo Hernández 001; Erwan Donal; Christophe Leclercq; Mireille Garreau (EMBC, 2015)

Prostate whole-mount histology reconstruction and registration to MRI for correlating in-vivo observations with biological findings. - Frederic Commandeur; Oscar Acosta; Antoine Simon; Romain Mathieu; Alain Fautrel; Khemara Gnep; Pascal Haigron; Renaud de Crevoisier (EMBC, 2015)

Recent advancements in toxicity prediction following prostate cancer radiotherapy. - Juan David Ospina; Aureline Fargeas; Gaël Dréan; Antoine Simon; Oscar Acosta; Renaud de Crevoisier (EMBC, 2015)

Weighted quantification of 18F-FDG tumor metabolism activity using fuzzy-thresholding to predict post-treatment tumor recurrence. - Geoffrey Roman-Jimenez; Oscar Acosta; Julie Leseur; Anne Devillers; Jonathan Le Gouestre; Juan David Ospina; Antoine Simon; Pierre Tervé; Renaud de Crevoisier (EMBC, 2015)

Roles of Deformable Image Registration in adaptive RT: From Contour propagation to dose monitoring. - Antoine Simon; Mohamed Nassef; Bastien Rigaud; Guillaume Cazoulat; Joël Castelli; Caroline Lafond; Oscar Acosta; Pascal Haigron; Renaud de Crevoisier (EMBC, 2015)

Slice correspondence estimation using SURF descriptors and context-based search for prostate whole-mount histology MRI registration. - Lina Guzman; Frederic Commandeur; Oscar Acosta; Antoine Simon; Alain Fautrel; Nathalie Rioux-Leclercq; Eduardo Romero 001; Romain Mathieu; Renaud de Crevoisier (EMBC, 2016)

Detection of bladder metabolic artifacts in 18F-FDG PET imaging. - Geoffrey Roman-Jimenez; Renaud de Crevoisier; Julie Leseur; Anne Devillers; Juan David Ospina; Antoine Simon; Pierre Tervé; Oscar Acosta (Comput. Biol. Medicine, 2016)

Registration of dynamic multiview 2D ultrasound and late gadolinium enhanced images of the heart: Application to hypertrophic cardiomyopathy characterization. - Julián Betancur; Antoine Simon; Edgar Halbert; François Tavard; François Carré; Alfredo Hernández 001; Erwan Donal; Frédéric Schnell; Mireille Garreau (Medical Image Anal., 2016)

Synchronization and Registration of Cine Magnetic Resonance and Dynamic Computed Tomography Images of the Heart. - Julián Betancur; Antoine Simon; Bernard Langella; Christophe Leclercq; Alfredo Hernández 001; Mireille Garreau (IEEE J. Biomed. Health Informatics, 2016)

Multimodal Image Integration for Catheter Ablation of Ventricular Tachycardia. - Nicolas Courtial; Antoine Simon; Mathieu Lederlin; Sophie Bruge; Raphaël P. Martins; Mireille Garreau (CinC, 2017)

Pseudo-CT generation by conditional inference random forest for MRI-based radiotherapy treatment planning. - Axel Largent; Jean-Claude Nunes; Hervé Saint-Jalmes; Antoine Simon; Nicolas Perichon; Anais Barateau; Chloe Herve; Caroline Lafond; Peter B. Greer; Jason A. Dowling; Renaud de Crevoisier; Oscar Acosta (EUSIPCO, 2017)

Population model of bladder motion and deformation based on dominant eigenmodes and mixed-effects models in prostate cancer radiotherapy. - Richard Ríos; Renaud de Crevoisier; Juan David Ospina; Frederic Commandeur; Caroline Lafond; Antoine Simon; Pascal Haigron; Jairo Espinosa; Oscar Acosta (Medical Image Anal., 2017)

MRI to CT Prostate Registration for Improved Targeting in Cancer External Beam Radiotherapy. - Frederic Commandeur; Antoine Simon; Romain Mathieu; Mohamed Nassef; Juan David Ospina Arango; Yan Rolland; Pascal Haigron; Renaud de Crevoisier; Oscar Acosta (IEEE J. Biomed. Health Informatics, 2017)

Treatment plan library based on population shape analysis for cervical adaptive radiotherapy. - Bastien Rigaud; Antoine Simon; Maxime Gobeli; Julie Leseur; Danièle Williaume; Oscar Acosta; Pascal Haigron; Renaud de Crevoisier (Image-Guided Procedures, 2018)

Cardiac Cine-MRI/CT Registration for Interventions Planning. - Nicolas Courtial; Antoine Simon; Erwan Donal; Mathieu Lederlin; Mireille Garreau (ISBI, 2019)

Audio- and video-based estimation of the sleep stages of newborns in Neonatal Intensive Care Unit. - Sandie Cabon; Fabienne Porée; Antoine Simon; Bertille Met-Montot; Patrick Pladys; Olivier Rosec; N. Nardi; Guy Carrault (Biomed. Signal Process. Control., 2019)

Statistical Shape Model to Generate a Planning Library for Cervical Adaptive Radiotherapy. - Bastien Rigaud; Antoine Simon; Maxime Gobeli; Julie Leseur; Loig Duverge; Danièle Williaume; Joël Castelli; Caroline Lafond; Oscar Acosta; Pascal Haigron; Renaud de Crevoisier (IEEE Trans. Medical Imaging, 2019)

Analytical solution and SOC reference planning for energy and pollutants management of Plug-In Hybrid Electric Vehicles. - Jean Kuchly; Antoine Simon; Thierry Jaine; Dominique Nelson-Gruel; Alain Charlet; Cédric Nouillant; Yann Chamaillard (CCTA, 2020)

Deep transfer learning for video-based detection of newborn presence in incubator. - Raphaël Weber; Antoine Simon; Fabienne Porée; Guy Carrault (EMBC, 2020)

Automatic Extraction of Spontaneous Cries of Preterm Newborns in Neonatal Intensive Care Units. - Sandie Cabon; Bertille Met-Montot; Fabienne Porée; Olivier Rosec; Antoine Simon; Guy Carrault (EUSIPCO, 2020)

Fusion of 3D real-time echocardiography and cine MRI using a saliency analysis. - Angélica Atehortúa; Mireille Garreau; Antoine Simon; Erwan Donal; Mathieu Lederlin; Eduardo Romero 001 (Int. J. Comput. Assist. Radiol. Surg., 2020)

Predictive energy management of a HEV considering engine torque dynamic. - Jean Kuchly; Dominique Nelson-Gruel; Alain Charlet; Antoine Simon; Thierry Jaine; Cédric Nouillant; Yann Chamaillard (ECC, 2021)

Development of Analytical Eco-Driving Cycles for Electric Vehicles. - Luis Alfredo Wulf Ribelles; Kristan Gillet; Guillaume Colin; Yann Chamaillard; Antoine Simon; Cédric Nouillant (ECC, 2021)

Preterm Newborn Presence Detection in Incubator and Open Bed Using Deep Transfer Learning. - Raphaël Weber; Sandie Cabon; Antoine Simon; Fabienne Porée; Guy Carrault (IEEE J. Biomed. Health Informatics, 2021)

Federated machine learning through edge ready architectures with privacy preservation as a service. - Konstantinos Koutsopoulos; Antoine Simon; Benjamin Ertl; Spyridon L. Tompros; Katarzyna Kapusta; Gouenou Coatrieux; Anastasius Gavras; Giannis Ledakis 001; Orazio Toscano; Stefan Covaci; Christoph Thümmler (FNWF, 2022)

Stretched reconstruction based on 2D freehand ultrasound for peripheral artery imaging. - Thomas Leblanc; Florent Lalys; Quentin Tollenaere; Adrien Kaladji; Antoine Lucas; Antoine Simon (Int. J. Comput. Assist. Radiol. Surg., 2022)

Extraction of Premature Newborns' Spontaneous Cries in the Real Context of Neonatal Intensive Care Units. - Sandie Cabon; Bertille Met-Montot; Fabienne Porée; Olivier Rosec; Antoine Simon; Guy Carrault (Sensors, 2022)

Deep Learning-Based Segmentation of Head and Neck Organs-at-Risk with Clinical Partially Labeled Data. - Lucía Cubero; Joël Castelli; Antoine Simon; Renaud de Crevoisier; Oscar Acosta; Javier Pascau (Entropy, 2022)

Industry-Scale Orchestrated Federated Learning for Drug Discovery. - Martijn Oldenhof; Gergely Ács; Balázs Pejó; Ansgar Schuffenhauer; Nicholas Holway; Noé Sturm; Arne Dieckmann; Oliver Fortmeier; Eric Boniface; Clément Mayer; Arnaud Gohier; Peter Schmidtke; et al. (AAAI, 2023)

Towards a Long Trip Management Strategy for Electric Vehicles with Uncertain Traveling Conditions. - Luis Alfredo Wulf Ribelles; Guillaume Colin; Antoine Simon; Dominique Nelson-Gruel; Yann Chamaillard (CoDIT, 2023)

Predictive energy management of a hybrid electric vehicle considering engine torque dynamic and transient-related pollutants emissions. - Jean Kuchly; Dominique Nelson-Gruel; Antoine Simon; Kristan Gillet; Alain Charlet; Yann Chamaillard; Cédric Nouillant (ECC, 2023)

Transformers-Based Neural Network for Cardiac Infarction Segmentation in Delayed-Enhancement MRI. - Erwan Lecesne; Antoine Simon; Mireille Garreau; Gilles Barone-Rochette; Céline Fouard (IPTA, 2023)

Patient-Specific Dynamic Model for Optimization of Cardiac Radioablation. - Louis Rigal; Julien Bellec; Renaud de Crevoisier; Mathieu Lederlin; Karim Benali; Raphaël P. Martins; Antoine Simon (ISBI, 2023)

Fully-automatic aortic valve landmarks detection with two-stage-based convolutional neural networks. - Qixiang Ma; Léo Lemarchand; Diane Chan-Sock-Line; Louis Rigal; Antoine Simon; Pascal Haigron (Image Processing, 2023)

Functional Age Estimation Through Neonatal Motion Characterization Using Continuous Video Recordings. - Sandie Cabon; Raphaël Weber; Antoine Simon; Patrick Pladys; Fabienne Porée; Guy Carrault (IEEE J. Biomed. Health Informatics, 2023)

Segmentation of cardiac infarction in delayed-enhancement MRI using probability map and transformers-based neural networks. - Erwan Lecesne; Antoine Simon; Mireille Garreau; Gilles Barone-Rochette; Céline Fouard (Comput. Methods Programs Biomed., 2023)

Indirect deformable image registration using synthetic image generated by unsupervised deep learning. - Cédric Hémon; Blanche Texier; Hilda Chourak; Antoine Simon; Igor Bessières; Renaud de Crevoisier; Joël Castelli; Caroline Lafond; Anaïs Barateau; Jean-Claude Nunes (Image Vis. Comput., 2024)

Mitral Valve Deep Learning Localization in CT Scans for MIMVR Surgery. - Shun Lyu; Antoine Simon; Miguel Castro 002; Giuseppe Evangelista; Amedeo Anselmi; Pascal Haigron (ISBI, 2025)