Team Leader

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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

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Researchers

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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

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Team Assistant

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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

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Research Engineers

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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

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Post-Docs

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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

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Graduate Students

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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

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Alumni