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20212024
most citedDescribing complex disease progression using joint latent class models for multivariate longitudinal markers and clinical endpoints

24 citations · 25 across the 3 of their papers we have counts for

collaborators

4 papers

stat.ME2024

Structuring, Sequencing, Staging, Selecting: the 4S method for the longitudinal analysis of multidimensional questionnaires in chronic diseases

Tiphaine Saulnier, Wassilios G. Meissner, Margherita Fabbri +2

In clinical studies, questionnaires are often used to report disease-related manifestations from clinician and/or patient perspectives. Their analysis can help identify relevant ma…

q-bio.QM2023★ 1 cited

Patient-perceived progression in multiple system atrophy: natural history of quality of life

Tiphaine Saulnier, Margherita Fabbri, Mélanie Le Goff +6

Health-related quality of life (Hr-QoL) scales provide crucial information on neurodegenerative disease progression, help improving patient care, and constitute a meaningful endpoi…

stat.AP2022★ 24 cited

Describing complex disease progression using joint latent class models for multivariate longitudinal markers and clinical endpoints

Cécile Proust-Lima, Tiphaine Saulnier, Viviane Philipps +5

Neurodegenerative diseases are characterized by numerous markers of progression and clinical endpoints. For instance, Multiple System Atrophy (MSA), a rare neurodegenerative synucl…

stat.ME2021

Joint models for the longitudinal analysis of measurement scales in the presence of informative dropout

Tiphaine Saulnier, Viviane Philipps, Wassilios G Meissner +4

In health cohort studies, repeated measures of markers are often used to describe the natural history of a disease. Joint models allow to study their evolution by taking into accou…