66 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- InsermFR5 papers
- Université Paris-SaclayFR5 papers
- Companhia Energética de São PauloBR3 papers
- Institut Gustave RoussyFR3 papers
- Université de BordeauxFR3 papers
- Bordeaux Population HealthFR2 papers
- Université de LorraineFR2 papers
- Université de Versailles Saint-Quentin-en-YvelinesFR2 papers
- Université Paris CitéFR2 papers
- Université Paris-SudFR2 papers
- Agence de la BiomédecineFR1 paper
- Assistance Publique Hôpitaux de MarseilleFR1 paper
12 papers
Indirect Comparisons For Health Technology Assessment: A Practical Methodological Guide And Tips With Insights From The French Transparency Commission
Louise Baschet, Ana Jarne, Matthias Monnereau +2
Context: Indirect treatment comparisons (ITC) are essential when direct head-to-head evidence is unavailable. Their reliability depends on rigorous methodological choices and caref…
How can methods for classifying and clustering trajectories be used for prevention trials? An example in Alzheimer's disease area
Céline Bougel, Sébastien Déjean, Caroline Giulioli +3
Background: Clinical trials are designed to prove the efficacy of an intervention by means of model-based approaches involving parametric hypothesis testing. Issues arise when no e…
Including an infrequently measured time-dependent error-prone covariate in survival analyses: a simulation-based comparison of methods
Viviane Philipps, Laurence Freedman, Veronika Deffner +4
Epidemiologic studies often evaluate the association between an exposure and an event risk. When time-varying, exposure updates usually occur at discrete visits although changes ar…
Parameter estimation of hidden Markov models: comparison of EM and quasi-Newton methods with a new hybrid algorithm
Sidonie Foulon, Thérèse Truong, Anne-Louise Leutenegger +1
Hidden Markov Models (HMM) model a sequence of observations that are dependent on a hidden (or latent) state that follow a Markov chain. These models are widely used in diverse fie…
Toward organ shortage resilient allocation policies using real-time queueing models for liver transplantation
Thomas Masanet, Benoît Audry, Christian Jacquelinet +1
We report in this paper on the potential interest of real-time queueing models to optimize organ allocation policies. We especially focus on building organ shortage resilient polic…
Statistical properties and privacy guarantees of an original distance-based fully synthetic data generation method
Rémy Chapelle, Bruno Falissard
Introduction: The amount of data generated by original research is growing exponentially. Publicly releasing them is recommended to comply with the Open Science principles. However…
Violent suicide attempt history in elderly patients with bipolar disorder: The role of sex, abdominal obesity, and verbal memory: Results from the FACE-BD cohort (FondaMental Advanced center of Expertise for Bipolar Disorders)
Aiste Lengvenyte, Bruno Aouizerate, Valerie Aubin +15
Background: Bipolar disorder (BD) is a chronic, lifelong condition, associated with increased risk of obesity, cognitive impairment, and suicidal behaviors. Abdominal obesity and a…
Self-Supervised Nuclei Segmentation in Histopathological Images Using Attention
Mihir Sahasrabudhe, Stergios Christodoulidis, Roberto Salgado +5
Segmentation and accurate localization of nuclei in histopathological images is a very challenging problem, with most existing approaches adopting a supervised strategy. These meth…
Deep clustering of longitudinal data
Louis Falissard, Guy Fagherazzi, Newton Howard +1
Deep neural networks are a family of computational models that have led to a dramatical improvement of the state of the art in several domains such as image, voice or text analysis…
Tutorial in Joint Modeling and Prediction: a Statistical Software for Correlated Longitudinal Outcomes, Recurrent Events and a Terminal Event
Agnieszka Król, Audrey Mauguen, Yassin Mazroui +3
Extensions in the field of joint modeling of correlated data and dynamic predictions improve the development of prognosis research. The R package frailtypack provides estimations o…
Modeling the Influence of Local Environmental Factors on Malaria Transmission in Benin and Its Implications for Cohort Study
Gilles Cottrell, Bienvenue Kouwaye, Charlotte Pierrat +7
Malaria remains endemic in tropical areas, especially in Africa. For the evaluation of new tools and to further ourunderstanding of host-parasite interactions, knowing the environm…
Simulating recurrent events that mimic actual data: a review of the literature with emphasis on event-dependence
Juliette Pénichoux, Thierry Moreau, Aurélien Latouche
We conduct a review to assess how the simulation of repeated or recurrent events are planned. For such multivariate time-to-events, it is well established that the underlying mecha…