46 citations · 47 across the 4 of their papers we have counts for
4 papers
Latent class mixed modelling for phenotypic stratification of primary biliary cholangitis patients on first line treatment
Victoria Mulcahy, Anais Rouanet, Alessio Gerussi +5
In patients with primary biliary cholangitis (PBC), the serum liver biochemistry measured during treatment with ursodeoxycholic acid (the UDCA response) accurately predicts long-te…
Bayesian profile regression for clustering analysis involving a longitudinal response and explanatory variables
Anaïs Rouanet, Rob Johnson, Magdalena E Strauss +4
The identification of sets of co-regulated genes that share a common function is a key question of modern genomics. Bayesian profile regression is a semi-supervised mixture modelli…
The Alzheimer's Disease Prediction Of Longitudinal Evolution (TADPOLE) Challenge: Results after 1 Year Follow-up
Razvan V. Marinescu, Neil P. Oxtoby, Alexandra L. Young +93
We present the findings of "The Alzheimer's Disease Prediction Of Longitudinal Evolution" (TADPOLE) Challenge, which compared the performance of 92 algorithms from 33 international…
Joint latent class model for longitudinal data and interval-censored semi-competing events: Application to dementia
Anaïs Rouanet, Pierre Joly, Jean-François Dartigues +2
Joint models are used in ageing studies to investigate the association between longitudinal markers and a time-to-event, and have been extended to multiple markers and/or competing…