Continual updating and monitoring of clinical prediction models: time for dynamic prediction systems?
… Dynamic models Dynamic prediction models have been proposed as a potential solution
to calibration drift and to allow prediction models to evolve simultaneously with the healthcare …
to calibration drift and to allow prediction models to evolve simultaneously with the healthcare …
Data-driven time discrete models for dynamic prediction of the hot metal silicon content in the blast furnace—A review
A review of black-box models for short-term time-discrete prediction of the silicon content of
hot metal produced in blast furnaces is presented. The review is primarily focused on work …
hot metal produced in blast furnaces is presented. The review is primarily focused on work …
Dynamic travel time prediction with real-time and historic data
SIJ Chien, CM Kuchipudi - Journal of transportation engineering, 2003 - ascelibrary.org
… modeling real-time and historic data for travel time prediction. Factors that would affect the …
is to develop dynamic models that can efficiently predict travel times with real-time and historic …
is to develop dynamic models that can efficiently predict travel times with real-time and historic …
Stochastic dynamic prediction
ES Epstein - Tellus, 1969 - Taylor & Francis
… In other words, these terms would be very important for very long-range predictions, but
they should have very little significance if t is not too large. In any case the range of time over …
they should have very little significance if t is not too large. In any case the range of time over …
Dynamic prediction modeling approaches for cardiac surgery
… t and then combining it with the observed data at time t+1 … time t as the prior distribution for
time t+1 in the prediction equation. Inherent to this modeling approach is a vector of dynamic …
time t+1 in the prediction equation. Inherent to this modeling approach is a vector of dynamic …
Dynamic bus arrival time prediction with artificial neural networks
SIJ Chien, Y Ding, C Wei - Journal of transportation engineering, 2002 - ascelibrary.org
… arrival time prediction, the models developed with historic data cannot respond to dynamic …
networks (ANNs) for the dynamic prediction of vehicle arrival and departure times. In addition, …
networks (ANNs) for the dynamic prediction of vehicle arrival and departure times. In addition, …
Dynamic prediction method with schedule recovery impact for bus arrival time
… This study develops a dynamic bus arrival time prediction model using the data collected by
… which the prediction error in the most recent observation is used to optimize the arrival time …
… which the prediction error in the most recent observation is used to optimize the arrival time …
A bayesian dynamic linear model approach for real-time short-term freeway travel time prediction
X Fei, CC Lu, K Liu - Transportation Research Part C: Emerging …, 2011 - Elsevier
… ► We present a Bayesian inference-based dynamic model to predict freeway travel times.
► The method provides the distribution of predicted travel times and their confidence intervals…
► The method provides the distribution of predicted travel times and their confidence intervals…
Dynamic prediction by landmarking in event history analysis
HC Van Houwelingen - Scandinavian Journal of Statistics, 2007 - Wiley Online Library
… We will first develop the methodology for covariates with time-varying effects. In section 2, …
time point tLM to the prediction horizon thor is an easy and valid way of making prediction …
time point tLM to the prediction horizon thor is an easy and valid way of making prediction …
Dynamic predictions and prospective accuracy in joint models for longitudinal and time-to-event data
D Rizopoulos - Biometrics, 2011 - academic.oup.com
… It is more than evident that such prediction tools would be … , we consider dynamic
subject-specific predictions, and … In particular, under a general definition of prediction rules, we …
subject-specific predictions, and … In particular, under a general definition of prediction rules, we …
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