A joint survival-longitudinal modelling approach for the dynamic prediction of rehospitalization in telemonitored chronic heart failure patients
From MaRDI portal
Publication:4970806
DOI10.1177/1471082X13478880MaRDI QIDQ4970806
Edmund Njeru Njagi, Paul Dendale, Geert Molenberghs, Dimitris Rizopoulos, Koen Willekens
Publication date: 7 October 2020
Published in: Statistical Modelling (Search for Journal in Brave)
joint modellingdynamic predictionarea under the receiver operating characteristic curve (AUC)dynamic discriminative index
Related Items (3)
Dynamic prediction of mortality among patients in intensive care using the sequential organ failure assessment (SOFA) score: a joint competing risk survival and longitudinal modeling approach ⋮ Scalar-on-function regression for predicting distal outcomes from intensively gathered longitudinal data: interpretability for applied scientists ⋮ Improving teeth aesthetics using a spatially shared-parameters model for independent regular lattices
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Joint Models for Longitudinal and Time-to-Event Data
- Dynamic Predictions and Prospective Accuracy in Joint Models for Longitudinal and Time-to-Event Data
- Modeling Disease Market Processes in AIDS
- Joint Analysis of Longitudinal Data Comprising Repeated Measures and Times to Events
- Multiple-Imputation-Based Residuals and Diagnostic Plots for Joint Models of Longitudinal and Survival Outcomes
- Individual Prediction in Prostate Cancer Studies Using a Joint Longitudinal Survival–Cure Model
- A Stochastic Model for Analysis of Longitudinal AIDS Data
- Modeling the Relationship of Survival to Longitudinal Data Measured with Error. Applications to Survival and CD4 Counts in Patients with AIDS
- Modelling Progression of CD4-Lymphocyte Count and Its Relationship to Survival Time
- Prospective Accuracy for Longitudinal Markers
- Joint modelling of longitudinal measurements and event time data
- Survival Model Predictive Accuracy and ROC Curves
This page was built for publication: A joint survival-longitudinal modelling approach for the dynamic prediction of rehospitalization in telemonitored chronic heart failure patients