Dynamic prediction by landmarking in competing risks
MA Nicolaie, JC Van Houwelingen… - Statistics in …, 2013 - Wiley Online Library
… In this paper, we develop a dynamic prediction model for competing risks aimed at predicting
events of interest at later time points based on the complete history of the patient up to …
events of interest at later time points based on the complete history of the patient up to …
Dynamic pseudo-observations: a robust approach to dynamic prediction in competing risks
MA Nicolaie, JC Van Houwelingen, TM de Witte… - …, 2013 - academic.oup.com
… of dynamic prediction in the context of competing risks as an … The advantages of landmarking
for dynamic prediction are that … These advantages are also valuable in competing risks …
for dynamic prediction are that … These advantages are also valuable in competing risks …
Combined dynamic predictions using joint models of two longitudinal outcomes and competing risk data
ER Andrinopoulou, D Rizopoulos… - … methods in medical …, 2017 - journals.sagepub.com
… In this work we presented dynamic predictions for a competing risk setting using multiple
longitudinal outcomes. Specifically, we performed different functional forms to relate the …
longitudinal outcomes. Specifically, we performed different functional forms to relate the …
Dynamic-deephit: A deep learning approach for dynamic survival analysis with competing risks based on longitudinal data
… the last available measurements) in order to issue dynamically updated survival predictions
for one or multiple competing risk(s). Dynamic-DeepHit learns the time-to-event distributions …
for one or multiple competing risk(s). Dynamic-DeepHit learns the time-to-event distributions …
Dynamic clinical prediction models for discrete time‐to‐event data with competing risks—A case study on the OUTCOMEREA database
… In this article, we presented an efficient approach to define dynamic prediction models for
discrete-time competing risks data. We first extended methodology for objective Bayesian …
discrete-time competing risks data. We first extended methodology for objective Bayesian …
Dynamic prediction models for data with competing risks
Q Liu - 2015 - d-scholarship.pitt.edu
… 33] to data with competing risks, we investigate the prediction performance of the Fine-Gray
PSH model with additional administrative censoring at the prediction horizon time thor, when …
PSH model with additional administrative censoring at the prediction horizon time thor, when …
Quantifying and comparing dynamic predictive accuracy of joint models for longitudinal marker and time‐to‐event in presence of censoring and competing risks
… ) in the setting of dynamic prediction with competing risks. The proposed … of dynamic prediction,
(Schoop Graf, and Schumacher, 2008; Parast, Cheng, and Cai, 2012) and competing risk …
(Schoop Graf, and Schumacher, 2008; Parast, Cheng, and Cai, 2012) and competing risk …
Dynamic prediction of competing risk events using landmark sub-distribution hazard model with multiple longitudinal biomarkers
… In section 2, we introduce the dynamic prediction model for competing risk data. In section
3… of predictive accuracy measures within the dynamic competing risk context. In section 5, we …
3… of predictive accuracy measures within the dynamic competing risk context. In section 5, we …
Dynamic models for competing risks and relative survival
G Cortese - 2008 - research.unipd.it
… The thesis concerns regression models related to the competing risks setting in survival …
In the first case, we discuss the competing risks model and we focus on regression for the …
In the first case, we discuss the competing risks model and we focus on regression for the …
The competing risk approach for prediction of preeclampsia
D Wright, A Wright, KH Nicolaides - American journal of obstetrics and …, 2020 - Elsevier
… at each stage, which allows for dynamic prediction of preeclampsia. The competing risk
model can be used for precision medicine and risk stratification at different stages of pregnancy. …
model can be used for precision medicine and risk stratification at different stages of pregnancy. …
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