Team Leader
Nicholas Ayache
Keywords: Biomedical Image Analysis and Simulation
Office: F230, Fermat Building
Email: Nicholas.Ayache [at] inria.fr
Phone: +33 4 92 38 76 61
Researchers
Irene Balelli
Keywords: Bayesian Learning. Mechanistic Modeling. Population Dynamics. In Silico Trials. Causal Learning
Office: F205, Fermat Building
Email: irene.balelli[at]inria.fr
Phone: +33 6 02 08 27 47
Hervé Delingette
Keywords: Surface Regularization, Image Segmentation, Surgery Simulation, Cardiac Modeling, Brain Modeling.
Office: F225, Fermat Building
Email: Herve.Delingette[at]inria.fr
Phone: +33 4 92 38 77 64
Marco Lorenzi
Research Interests: Statistical Learning, Multimodal Brain Image Analysis, Imaging Genetics, Computational Clinical Neuroscience, Spatio-temporal Models
Office: F209, Fermat Building
Email: Marco.Lorenzi[at]inria.fr
Phone: +33 4 92 38 76 62
Xavier Pennec
Keywords: Computational Anatomy, Medical Image registration, statistical computing on Riemannian Manifolds, Lie Groups
Office: F228, Fermat Building
Email:Xavier.Pennec[at]inria.fr
Phone: +33 4 92 38 76 64
Maxime Sermesant
Keywords: Cardiac Modelling, Cardiac Image Processing, Model Personalisation.
Office: F227, Fermat Building
Email: Maxime.Sermesant[at]inria.fr
Phone: +33 4 92 38 78 11
Team Assistant
Isabelle Strobant
Office: F229, Fermat Building
Email: Isabelle.Strobant[at]inria.fr
Phone: +33 4 92 38 76 60
Fax: +33 4 92 38 76 69
Research Engineers
Marie Deprez
Research Interest: Analysis of ‘omics’ data and their integration to the understanding of complex biological conditions.
Email: marie.deprez[at]inria.fr
Marco Milanesio
Research Interest: Cluster scheduling, Network Traffic Measurements, Data Center Networking, Distributed Storage, Distributed Systems
Email: marco.milanesio[at]inria.fr
Luis Gomes Pereira
Research Interest: scientific computing, differential geometry, machine learning, numerical methods, optimization.
Email: luis.gomes-pereira[at]inria.fr
Francesco Cremonesi
Research Interest: applications of federated learning and analytics to life sciences and medical data
Email: francesco.cremonesi[at]inria.fr
Post-Docs
Safaa Al Ali
Research interests: causality analysis, statistical learning, medical image analysis, modelling.
Email: safaa.al-ali[at]inria.fr
James Benn
Research Interests: Applications of finite and infinite dimensional Lie groups to geometric statistics and its use in medical imaging.
Email: james.benn[at]inria.fr
Guillaume Olikier
Research Interests: optimization and stratified sets.
Email: guillaume.olikier[at]inria.fr
Ghiles Reguig
Research Interest: Representation learning, Natural Language Processing, Federated Learning
Email: ghiles.reguig[at]inria.fr
Jairo Rodriguez
Research Interest: Cardiac modelling, Electrophysiology, Numerical simulation.
Email: jesus-jairo.rodriguez-padilla[at]inria.fr
Graduate Students
Olivier Bisson
Research Interest: Statistics on manifolds, Differential geometry, Medical imaging
Office: F202
Email: olivier.bisson[at]inria.fr
Manasi Kattel
Research Interest: https://team.inria.fr/epione/files/2023/11/manasi.jpg
Email: manasi.kattel[at]inria.fr
Federica Facente
Research Interest: : ImageGuided Surgical Robotics, multimodal image analysis, deep learning, Statistical and Biomedical Models
Email: federica.facente[at]inria.fr
Erwan Gaymard
Research Interest: Meta-heuristics, MCMC sampling
Office: F222
Email: erwan.gaymard[at]inria.fr
Sebastien Goffart
Research Interest: Automatic segmentation of the vascular system, AI-based decision support system, Peripheral artery disease
Office: F204
Email: sebastien.goffart[at]inria.fr
Liza Guzzi
Research Interest: Automatic segmentation of the vascular system, Ai-based decision support system, Peripheral artery disease
Office: F204
Email: lisa.guzzi[at]inria.fr
Josquin Harrison
Research Interest : Shape Spaces, Computational Cardiology, Geometric Machine Learning
Email: josquin.harrison[at]inria.fr
Lucia Innocenti
Research Interest: Collaborative Learning, Federated Learning, Prostate Cancer
Email: lucia.innocenti[at]inria.fr
Huiyu Li
Research Interest: Data Attack, Attack Detection, Medical Data Anonymization, Deep Learning
Office: F208
Email: huiyu.li[at]inria.fr
Mengda Li
Research Interest: Deep Learning, Medical image analysis, Cancer detection.
Office: F208
Email: mengda.li[at]inria.fr
Elodie Maignant
Research Interest: Manifold Learning, Shape Spaces
Email: elodie.maignant[at]inria.fr
Rafael Silva
Research Interest: ECG Analysis, Cardiovascular Health, Deep Learning, Biomedical Signal Processing
Email: rafael-luis.soares-da-costa-e-silva[at]inria.fr
Morten Pedersen
Research Interest : Stochastic Processes on Manifolds, Sub-Riemannian Geometry
Office : F223
Email: morten.pedersen[at]inria.fr
Hari Sreedhar
Research Interest: Medical Imaging
Email: hari.sreedhar[at]inria.fr
Tom Szwagier
Research Interests: Statistical modeling, Optimization, Flag Manifolds.
Office: F224, Fermat Building
Email: tom.szwagier[at]inria.fr
Riccardo Taiello
Research Interest: Federated Learning
Office : F208
Email: riccardo.taiello[at]inria.fr
Yingyu Yang
Research Interest : Cardiac image analysis, Cardiac physiology processing, Multi-modality modelling, Affordable healthcare
Email: yingyu.yang[at]inria.fr