Irene Balelli

Chercheuse (Inria Starting Faculty Position - ISFP)
19
Documents
Identifiants chercheurs

Publications

Publications

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Multi-Channel Causal Variational Autoencoder for multimodal biomedical causal disentanglement

Safaa Al-Ali , Irene Balelli

Journal of Biomedical Informatics, In press

Article dans une revue hal-05483061v1
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A cloud-based platform for seamless digital testing of cardiac medical devices and drugs

Vincenzo Carbone , Irene Balelli , Yves Coudière , Oscar Camara , Beatriz Trenor et al.

The Project Repository Journal, 2025, 24 (1), pp.144-148. ⟨10.54050/PRJ2423681⟩

Article dans une revue hal-05400535v1
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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
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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 Effelterre et al.

Journal of Theoretical Biology, 2020, 495, pp.110254. ⟨10.1016/j.jtbi.2020.110254⟩

Article dans une revue hal-03160892v2
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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 Solforosi et 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
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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
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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
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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
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A Computer Model for In Silico Trials on Pacemaker Energy Efficiency

Yves Coudière , Michael Leguèbe , Irene Balelli , Alessia Baretta , Guilhem Fauré et al.

CinC 2024 - 51st international Computing in Cardiology conference, Sep 2024, Karlsruhe, Germany. ⟨10.22489/cinc.2024.235⟩

Communication dans un congrès hal-04886140v1
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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 Trénor et al.

2023 Computing in Cardiology (CinC), Oct 2023, Atlanta (GA), United States. ⟨10.22489/CinC.2023.009⟩

Communication dans un congrès hal-04105144v1
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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
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Fed-BioMed: Open, Transparent and Trusted Federated Learning for Real-world Healthcare Applications

Francesco Cremonesi , Marc Vesin , Sergen Cansiz , Yannick Bouillard , Irene Balelli et 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
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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
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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
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Mathematical foundations of antibody affinity maturation

Irène Balelli

General Mathematics [math.GM]. Université Sorbonne Paris Cité, 2016. English. ⟨NNT : 2016USPCD091⟩

Thèse tel-02167077v1