Irene Balelli Chercheuse (Inria Starting Faculty Position - ISFP)

Identifiants chercheurs

IdHAL :

irene-balelli

ORCID :

0000-0002-4593-8217

IdRef :

236715879

Publications

Article dans une revue (9)

Multi-Channel Causal Variational Autoencoder for multimodal biomedical causal disentanglement Safaa Al-Ali,Irene Balelli Journal of Biomedical Informatics, 2026, 176, pp.104995. ⟨10.1016/j.jbi.2026.104995⟩ Article dans une revue hal-05483061v1
Analysis of Clinical Improvement at 90 Days After Varicose Vein Surgery Using Machine Learning Amel Bakhouche,Olivier Creton,Fabien Lareyre,Sébastien Goffart,Irene Balelliet al. Angiology, 2026, ⟨10.1177/00033197261416661⟩ Article dans une revue hal-05558541v1
A cloud-based platform for seamless digital testing of cardiac medical devices and drugs Vincenzo Carbone,Irene Balelli,Yves Coudière,Oscar Camara,Beatriz Trenoret al. The Project Repository Journal, 2025, 24 (1), pp.144-148. ⟨10.54050/PRJ2423681⟩ Article dans une revue hal-05400535v1
Parameter estimation in nonlinear mixed effect models based on ordinary differential equations: An optimal control approach Quentin Clairon,Chloé Pasin,Irene Balelli,Rodolphe Thiébaut,Mélanie Prague Computational Statistics, 2023 Article dans une revue hal-03335826v2
A Differentially Private Probabilistic Framework for Modeling the Variability Across Federated Datasets of Heterogeneous Multi-View Observations Irene Balelli,Santiago Silva,Marco Lorenzi Journal of Machine Learning for Biomedical Imaging, 2022 Article dans une revue hal-03644819v1
A model for establishment, maintenance and reactivation of the immune response after vaccination against Ebola virus Irene Balelli,Chloé Pasin,Mélanie Prague,Fabien Crauste,Thierry van Effelterreet al. Journal of Theoretical Biology, 2020, 495, pp.110254. ⟨10.1016/j.jtbi.2020.110254⟩ Article dans une revue hal-03160892v2
Dynamics of the humoral immune response to a prime-boost Ebola vaccine: quantification and sources of variation Chloé Pasin,Irene Balelli,Thierry van Effelterre,Viki Bockstal,Laura Solforosiet al. Journal of Virology, 2019, 93 (18), pp.e00579-19. ⟨10.1128/jvi.00579-19⟩ Article dans une revue hal-02280792v2
Random walks on binary strings applied to the somatic hypermutation of B-cells Irene Balelli,Vuk Milisic,Gilles Wainrib Mathematical Biosciences, 2018, 300, pp.168-186. ⟨10.1016/j.mbs.2018.03.022⟩ Article dans une revue hal-02398630v1
Multi-type Galton-Watson processes with affinity-dependent selection applied to antibody affinity maturation Irene Balelli,Vuk Milisic,Gilles Wainrib Bulletin of Mathematical Biology, In press, ⟨10.1007/s11538-018-00548-y⟩ Article dans une revue hal-01937856v1

Communication dans un congrès (5)

Cardiac Electromechanical Model Sensitivity Analysis using Causal Discovery Safaa Al-Ali,Jairo Rodríguez-Padilla,Maxime Sermesant,Irene Balelli FIMH 2025 - 13th Functional Imaging and Modeling of the Heart International Conference, Radomír Chabiniok, Jun 2025, Dallas, United States. ⟨10.1007/978-3-031-94559-5_31⟩ Communication dans un congrès hal-05121540v2
A Computer Model for In Silico Trials on Pacemaker Energy Efficiency Yves Coudière,Michael Leguèbe,Irene Balelli,Alessia Baretta,Guilhem Fauréet al. CinC 2024 - 51st international Computing in Cardiology conference, Sep 2024, Karlsruhe, Germany. ⟨10.22489/cinc.2024.235⟩ Communication dans un congrès hal-04886140v1
Assessing Ionic Current Blockades and Electromechanical Biomarkers’ Interrelations Through a Novel Multi-Channel Causal Variational Autoencoder Safaa Al-Ali,Maria T Mora,Maxime Sermesant,Beatriz Trénor,Irene Balelli 2024 Computing in Cardiology Conference, Sep 2024, Karlsruhe (Germany), Germany. ⟨10.22489/CinC.2024.408⟩ Communication dans un congrès hal-04607082v3
A causal discovery approach for streamline ion channels selection to improve drug-induced TdP risk assessment Safaa Al-Ali,Jordi Llopis-Lorente,Maria Teresa Mora,Maxime Sermesant,Beatriz Trénoret al. 2023 Computing in Cardiology (CinC), Oct 2023, Atlanta (GA), United States. ⟨10.22489/CinC.2023.009⟩ Communication dans un congrès hal-04105144v1
A Probabilistic Framework for Modeling the Variability Across Federated Datasets of Heterogeneous Multi-View Observations Irene Balelli,Santiago Silva,Marco Lorenzi International Conference on Information Processing in Medical Imaging, Jun 2021, Bornholm, Denmark Communication dans un congrès hal-03152886v2

Chapitre d'ouvrage (3)

Fed-BioMed: Open, Transparent and Trusted Federated Learning for Real-world Healthcare Applications Francesco Cremonesi,Marc Vesin,Sergen Cansiz,Yannick Bouillard,Irene Balelliet al. Federated Learning Systems, 832, Springer Nature Switzerland, pp.19-41, 2025, Studies in Computational Intelligence, ⟨10.1007/978-3-031-78841-3_2⟩ Chapitre d'ouvrage hal-04081557v1
Causality: fundamental principles and tools Irene Balelli,Safaa Al-Ali,Elise Dumas,Judith Abécassis Trustworthy AI in Medical Imaging, Chapitre 14, Elsevier, pp.297-314, 2024, 978-0-443-23761-4. ⟨10.1016/B978-0-44-323761-4.00026-2⟩ Chapitre d'ouvrage hal-04831368v1
Integration of Multimodal Data Marco Lorenzi,Marie Deprez,Irene Balelli,Ana L Aguila,Andre Altmann Olivier Colliot. Machine Learning for Brain Disorders, NM197, Springer, pp.573 - 597, 2023, Neuromethods, 978-1-0716-3197-3. ⟨10.1007/978-1-0716-3195-9_19⟩ Chapitre d'ouvrage hal-04239814v1

Pré-publication, Document de travail (2)

Multi-Channel Causal Variational Autoencoder Safaa Al-Ali,Irene Balelli 2024 Pré-publication, Document de travail hal-04666466v1
Fed-MIWAE: Federated Imputation of Incomplete Data via Deep Generative Models Irene Balelli,Aude Sportisse,Francesco Cremonesi,Pierre-Alexandre Mattei,Marco Lorenzi 2023 Pré-publication, Document de travail hal-04069795v1

Thèse (1)

Mathematical foundations of antibody aﬃnity maturation Irène Balelli General Mathematics [math.GM]. Université Sorbonne Paris Cité, 2016. English. ⟨NNT : 2016USPCD091⟩ Thèse tel-02167077v1