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A latent mixed-effects model for longitudinal categorical data in Parkinson disease

 Pierre-Emmanuel Poulet , Jean-Christophe Corvol , Stanley Durrleman​
CompAge 2020 - Computational approaches for ageing and age-related diseases 2020, Sep 2020, Paris / Virtual, France
Poster de conférence hal-03136576v1
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Temporal dynamics of the Scale for the Assessment and Rating of Ataxia in autosomal cerebellar ataxias patients

 Paul Moulaire , Pierre-Emmanuel Poulet , Emilien Petit , Thomas Klockgether , Tetsuo Ashisawa , et al.
International Congress for Ataxia Research 2022, Nov 2022, Dallas, United States
Poster de conférence hal-03869013v1
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Multivariate disease progression modelling with longitudinal ordinal data

 Pierre‐emmanuel Poulet , Stanley Durrleman
Statistics in Medicine, 2023, ⟨10.1002/sim.9770⟩
Article dans une revue hal-04095450v1
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Predicting symptom onset in Parkinson's disease with latent mixed-effect model

 Pierre-Emmanuel Poulet , Stanley Durrleman​ , Jean Christophe Corvol
AD/PD 2021 - 15th International Conference on Alzheimer‘s & Parkinson‘s Diseases, Mar 2021, Barcelone / Virtual, Spain
Poster de conférence hal-03136568v1
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Modeling individual disease trajectory: application to the prediction of treatment effect

 Pierre-Emmanuel Poulet
Machine Learning [stat.ML]. EDITE de Paris, 2023. English. ⟨NNT : ⟩
Thèse tel-04345196v1
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Learning Riemannian metric for disease progression modeling

 Samuel Gruffaz , Pierre-Emmanuel Poulet , Etienne Maheux , Bruno Jedynak , Stanley Durrleman​
NeurIPS 2021 - Thirty-fifth Conference on Neural Information Processing Systems, Dec 2021, Virtual event, France
Communication dans un congrès hal-03485975v1
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Learning treatment effect in neurodegenerative diseases with a Bayesian mixed-effect model

 Pierre-Emmanuel Poulet , Bruno Jedynak , Stanley Durrleman​
43rd Annual Conference of the International Society for Clinical Biostatistics (ISCB), Aug 2022, Newcastle upon Tyne, United Kingdom
Poster de conférence hal-03766119v1
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Non-parametric modeling for dopaminergic treatment effect in Parkinson's disease

 Pierre-Emmanuel Poulet , Bruno Jedynak , Zoltan Mari , Stanley Durrleman​
AD/PD 2023 - 17th International Conference on Alzheimer‘s & Parkinson‘s Diseases, Mar 2023, Goteborg, Sweden
Poster de conférence hal-04158200v1
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Mixture modeling for identifying subtypes in disease course mapping

 Pierre-Emmanuel Poulet , Stanley Durrleman​
Information Processing in Medical Imaging, 27th International Conference, Jun 2021, Virtual event, France. ⟨10.1007/978-3-030-78191-0_44⟩
Communication dans un congrès hal-03276811v2
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