3 papers
stat.AP2026
Dynamic Prediction for Hospital Readmission in Patients with Chronic Heart Failure
Rebecca Farina, Francois Mercier, Christian Wohlfart +2
Hospital readmission among patients with chronic heart failure (HF) is a major clinical and economic burden. Dynamic prediction models that leverage longitudinal biomarkers may imp…
stat.ME2024
A Bayesian joint model of multiple longitudinal and categorical outcomes with application to multiple myeloma using permutation-based variable importance
Danilo Alvares, Jessica K. Barrett, François Mercier +5
Joint models have proven to be an effective approach for uncovering potentially hidden connections between various types of outcomes, mainly continuous, time-to-event, and binary.…
stat.AP2024
A Bayesian joint model of multiple nonlinear longitudinal and competing risks outcomes for dynamic prediction in multiple myeloma: joint estimation and corrected two-stage approaches
Danilo Alvares, Jessica K. Barrett, François Mercier +5
Predicting cancer-associated clinical events is challenging in oncology. In Multiple Myeloma (MM), a cancer of plasma cells, disease progression is determined by changes in biomark…