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

• Autors principals: Alexandra Lavalley‐Morelle (Autor), Jean‐François Timsit (Autor), France Mentré (Autor), Jimmy Mullaert (Autor), The OUTCOMEREA network (Autor)
• Format: Llibre
• Publicat: Wiley, 2022-11-01T00:00:00Z.
• Matèries: article
• Accés en línia: Connect to this object online.

Abstract Joint models of longitudinal process and time‐to‐event data have recently gained attention, notably to provide individualized dynamic predictions. In the presence of competing risks, models published mostly involve cause‐specific hazard functions jointly estimated with a linear or generaliz...