3 papers
stat.AP2025
Towards Gaussian processes modelling to study the late effects of radiotherapy in children and young adults with brain tumours
Angela Davey, Arthur Leroy, Eliana Vasquez Osorio +6
Survivors of childhood cancer need lifelong monitoring for side effects from radiotherapy. However, longitudinal data from routine monitoring is often infrequently and irregularly…
stat.AP2024
Prospective Prediction of Body Mass Index Trajectories using Multi-task Gaussian Processes
Arthur Leroy, Varsha Gupta, Mya Thway Tint +9
Clinicians often investigate the body mass index (BMI) trajectories of children to assess their growth with respect to their peers, as well as to anticipate future growth and disea…
q-bio.GN2023
Longitudinal prediction of DNA methylation to forecast epigenetic outcomes
Arthur Leroy, Ai Ling Teh, Frank Dondelinger +2
Interrogating the evolution of biological changes at early stages of life requires longitudinal profiling of molecules, such as DNA methylation, which can be challenging with child…