Members
First name: Alexandra Last name: Lavalley-Morelle Function: PhD student Email: alexandra.lavalley-morelle inserm.fr |
Research interest
My goal is to developp joint models in the context of competing risks. I focus on the infectious deseases (sepsis, SARS-COV-2) where I try to model simultaneously biomarker evolutions with multiple risk of events.
Education
Degree
2020: MSc in statistics equivalent (Diplôme d’ingénieur), Ensai, Rennes
Specialization : Life Science
Specialization : Life Science
Academic positions
2020-present : PhD student supervised by Pr France Mentré and Dr Jimmy Mullaert
List of the main publications
Lavalley-Morelle A, Timsit JF, Mentré F, Mullaert J, OUTCOMEREA network
Joint modeling under competing risks: Application to survival prediction in patients admitted in Intensive Care Unit for sepsis with daily Sequential Organ Failure Assessment score assessments.
CPT: pharmacometrics & systems pharmacology 2022, 11, 1472-1484.
Joint modeling under competing risks: Application to survival prediction in patients admitted in Intensive Care Unit for sepsis with daily Sequential Organ Failure Assessment score assessments.
CPT: pharmacometrics & systems pharmacology 2022, 11, 1472-1484.
Exhaustive list of publications
2024
Lavalley-Morelle A, Peiffer-Smadja N, Gressens SB, Souhail B, Lahens A, Bounhiol A, Lescure FX, Mentré F, Mullaert J
Multivariate joint model under competing risks to predict death of hospitalized patients for SARS-CoV-2 infection.
Biometrical Journal. Biometrische Zeitschrift 2024, 66, e2300049.
Lavalley-Morelle A, Mentré F, Comets E, Mullaert J
Extending the code in the open-source saemix package to fit joint models of longitudinal and time-to-event data.
Computer Methods and Programs in Biomedicine 2024, 247, 108095.
2022
Lavalley-Morelle A, Timsit JF, Mentré F, Mullaert J, OUTCOMEREA network
Joint modeling under competing risks: Application to survival prediction in patients admitted in Intensive Care Unit for sepsis with daily Sequential Organ Failure Assessment score assessments.
CPT: pharmacometrics & systems pharmacology 2022, 11, 1472-1484.