13 citations · 15 across the 7 of their papers we have counts for
3 papers · 1 filter
Clustering-Based Outcome Models for Clinical Studies: A Scoping Review
Johannes Vilsmeier, Fabian Eibensteiner, Franz König +6
This review provides a systematic overview of methods that combine covariate-based clustering of observational units (patients) with outcome models for clinical studies. We disting…
An efficient joint model for high dimensional longitudinal and survival data via generic association features
Van Tuan Nguyen, Adeline Fermanian, Agathe Guilloux +4
This paper introduces a prognostic method called FLASH that addresses the problem of joint modelling of longitudinal data and censored durations when a large number of both longitu…
Bayesian Framework for Multi-Source Data Integration -- Application to Human Extrapolation From Preclinical Studies
Sandrine Boulet, Moreno Ursino, Robin Michelet +4
In preclinical investigations, e.g. in in vitro, in vivo and in silico studies, the pharmacokinetic, pharmacodynamic and toxicological characteristics of a drug are evaluated befor…