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Use of machine learning in osteoarthritis research: a systematic literature review

Marie Binvignat , Valentina Pedoia , Atul Butte , Karine Louati , David Klatzmann , et al.
RMD Open : Rheumatic & Musculoskeletal Diseases, 2022, 8 (1), pp.e001998. ⟨10.1136/rmdopen-2021-001998⟩
Journal articles hal-03618051v1
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A score test for comparing cross-sectional survival data with a fraction of non-susceptible patients and its application in clinical immunology

Sarah Flora Jonas , Cyprien Mbogning , Signe Hässler , Philippe Broët
PLoS ONE, 2017, 12 (6), pp.e0179896. ⟨10.1371/journal.pone.0179896⟩
Journal articles hal-03978973v1
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A Genetic Association Test Accounting for Skewed X-Inactivation With Application to Biotherapy Immunogenicity in Patients With Autoimmune Diseases

Signe Hässler , Sophie Camilleri-Broët , Matthieu Allez , Florian Deisenhammer , Anna Fogdell-Hahn , et al.
Frontiers in Medicine, 2022, 9, ⟨10.3389/fmed.2022.856917⟩
Journal articles hal-03979151v1
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Modélisation mathématique des capteurs cellulaires et capacités dé-génératives du système immunitaire

Dominique Pastor , Véronique Thomas-Vaslin
Séminaire recherche d'IMT Atlantique, IMT Atlantique, Jul 2022, Rennes, France
Conference papers hal-03787948v1
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A Machine Learning Approach for High-Dimensional Time-to-Event Prediction With Application to Immunogenicity of Biotherapies in the ABIRISK Cohort

Julianne Duhazé , Signe Hässler , Delphine Bachelet , Aude Gleizes , Salima Hacein-Bey-Abina , et al.
Frontiers in Immunology, 2020, 11, ⟨10.3389/fimmu.2020.00608⟩
Journal articles hal-03979107v1
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Machine Learning Predicts Response to TNF Inhibitors in Rheumatoid Arthritis: Results on the ESPOIR and ABIRISK Cohorts

Vincent Bouget , Julien Duquesne , Signe Hassler , Paul-Henry P.-H. Cournède , Bruno Fautrel , et al.
RMD Open : Rheumatic & Musculoskeletal Diseases, 2022, 8 (2), pp.e002442. ⟨10.1136/rmdopen-2022-002442⟩
Journal articles hal-03979132v1
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Modélisation mathématique des capteurs cellulaires et capacités dé-génératives du système immunitaire

Dominique Pastor , Véronique Thomas-Vaslin
2022
Videos hal-03903057v1
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Degeneracy models of receptors in biological immune systems

Dominique Pastor , Véronique Thomas-Vaslin
8èmes journées « Complexité-Désordre », Université Paris Diderot, Oct 2021, Paris, France
Conference papers hal-03329345v1

Assessing the effect of genetic markers on drug immunogenicity from a mechanistic model-based approach

Julianne Duhazé , Miguel Caubet , Signe Hässler , Delphine Bachelet , Matthieu Allez , et al.
BMC Medical Research Methodology, 2020, 20 (1), pp.69. ⟨10.1186/s12874-020-00941-z⟩
Journal articles hal-03979116v1

Integrative approach of multi-omics data

Federica Martina
5th international summer school in transplantation: from immunobiology to clinical medicine, Jun 2018, Strasbourg, France
Conference papers hal-03978510v1