Program: Horizon Europe – Marie Skłodowska-Curie Doctoral Network
Project acronym: EDUCADO
Project title: Exploring the Deep Universe by Computational Analysis of Data from Observations
Duration: 2024–2027
Coordinator: Instituto de Astrofísica de Canarias (Spain). Role of OPIS: Hugues Talbot, through Université Gustave Eiffel.
Program: H2020 ERC Starting Grant
Project acronym: MAJORIS
Project title: Majorization-Minimization Algorithms for Image Processing
Duration: 2020–2025
Coordinator: Emilie Chouzenoux.
Program: H2020 ITN Marie Skłodowska-Curie Project
Project acronym: TraDE-OPT
Project title: Training Data-Driven Experts in Optimization
Duration: 2020–2024
Coordinator: Silvia Villa (University of Genoa, Italy). Local coordinators: Jean-Christophe Pesquet and Emilie Chouzenoux.
National projects
Program: ANR
Project acronym: AAIMME
Project title: Apprentissage Automatique pour l’Imagerie Moléculaire et la MEdecine du futur
Duration: 2025–2028
Coordinator: Geoffrey Daniel (CEA). Local coordinator: Emilie Chouzenoux. Participants: Jean-Christophe Pesquet and Ludovic Trautmann.
Program: Inria PIQ
Project acronym: KhiMalMa
Project title: Towards non-invasive screening for muscle diseases using novel non-linear optics combined with advanced data processing methods
Duration: 2025–2027
Coordinator: Claire Lefort (XLIM/CNRS). Local coordinator: Emilie Chouzenoux. Participants: Jean-Christophe Pesquet and Samy Ferrat.
Program: ANR
Project acronym: FM2AI
Project title: Foundation Models of Artificial Intelligence for Abdominal Imaging
Duration: 2026–2030
Coordinator: Emilie Chouzenoux.
Program: IHU
Project acronym: PRISM
Research programme in precision medicine and oncology
Participants: Hugues Talbot and Loïc Le Bescond, in collaboration with Gustave Roussy, CentraleSupélec and other academic and clinical partners.
Program: DataIA Cluster – Chaire Synergie
Project title: Pre-trained Models for Data Frugality in Health Multimodal Few-shot Learning for Medical Imaging
Duration: 2025–2029
Coordinators: Nora Ouzir, Edouard Duchesnay (CEA) and Florent Bouchard (CNRS, L2S).
Program: DataIA Cluster – Chaire Modulaire
Project title: Multi-objective optimization: a fresh perspective on the old problem
Duration: 2026–2030
Coordinators: Antonio Silveti-Falls and Evgenii Chzhen (LMO).
Program: ANR JCJC
Project acronym: SIMPLES
Project title: New Methods for Nonsmooth Stochastic Bilevel Optimization
Duration: 2025–2029
Coordinator: Antonio Silveti-Falls.
Program: ANR RHU
Project acronym: Innov4-ePiK
Project title: Innovative diagnostic and therapeutic approaches in epileptic and developmental encephalopathies linked to potassium channel genes using the 4P framework for medicine
Duration: 2024–2028
Coordinator: Rima Nabbout (Université Paris Cité / AP-HP). Local participant: Fragkiskos Malliaros. Participant: Nora Ouzir.
Program: FHU
Project acronym: MOSAIC 2
Project title: Multiscale Optimised Strategy for Artificial intelligence-based Imaging biomarkers in digestive Cancer
Duration: 2025–2029
Coordinator: Valérie Paradis (Hôpital Beaujon, AP-HP). Local coordinator: Nora Ouzir.
Program: FHU
Project acronym: TransVir
Project title: Innovative strategies to treat chronic viral infections after hematopoietic stem cell and solid organ transplantation
Duration: 2025–2029
Coordinator: Jérôme Le Goff (Hôpital Saint-Louis, AP-HP). Local coordinator: Nora Ouzir.
Program: ANR
Project acronym: DELTA
Project title: From DEep Learning to clinical Tissue Anisotropy: proof of concept infarct lesion characterisation with 3D ultrasound
Duration: 2025–2029
Coordinator: François Varray (INSA Lyon). Local coordinator: Nora Ouzir.
Program: ANR JCJC
Project acronym: Hagnodice
Project title: Holistic explainable artificial intelligence schemes for lung cancer prognosis
Duration: 2022–2026
Coordinator: Maria Vakalopoulou.
Program: ANR JCJC
Project acronym: GraphIA
Project title: Scalable and robust representation learning on graphs
Duration: 2021–2025
Coordinator: Fragkiskos Malliaros.
Program: ANR AI Chair
Project acronym: BRIDGEABLE
Project title: BRIDinG thE gAp Between iterative proximaL methods and nEural networks
Duration: 2020–2024
Coordinator: Jean-Christophe Pesquet.
Program: FMJH
Project title: Fast Optimization and Computational Understanding of Systems
Duration: 01/09/2023–31/08/2024
Coordinator: Antonio Silveti-Falls.