Results 91 to 100 of about 23,423 (163)

Predicting MCI-to-Alzheimer's Conversion: A Systematic Benchmark of Classical, Machine Learning, and Deep Survival Models. [PDF]

Diagnostics (Basel)
Santa NA, Daza-Santacoloma G, Serna WS.
europepmc   +1 more source

Federated Time-to-Event Data Analysis Using Piecewise Exponential Regression in DataSHIELD. [PDF]

Stat Med
Svennblad B, Delcoigne B, Burton P, Avraam D.   +3 more
europepmc   +1 more source

Outcome-Adaptive Lasso for Cox Proportional Hazards Model. [PDF]

Biom J
Liu F, Liu J, Wang H.
europepmc   +1 more source

Tree-based multivariate regression and density estimation with right-censored data

We propose a unified strategy for estimator construction, selection, and performance assessment in the presence of censoring. This approach is entirely driven by the choice of a loss function for the full (uncensored) data structure and can be stated in ...
Dudoit, Sandrine, van der Laan, M.J.Mark J., Molinaro, Annette M.   +2 more
core  

Censoring-adjusted tree-based policy learning for estimating dynamic treatment regimes with censored outcomes. [PDF]

Sci Rep
Paul AK, Greiner R.
europepmc   +1 more source

Unbalanced groups in nonparametric survival tests [PDF]

It is fairly common to find medical examples with survival data with unequal sample size among the groups. There are several tests for those cases, but in practice, the use of one test instead of another is done without justifying the election. Sometimes,
Emilio Leton, Pilar Zuluaga
core  

Efficient estimation for deep generalized accelerated hazards models with interval-censored data. [PDF]

Biometrics
Wu Q, Du M, Ma S, Zhao X.
europepmc   +1 more source

R-estimation with right-censored data. [PDF]

Lifetime Data Anal
Satten GA, Li M, Zhao N, Strawderman RL.
europepmc   +1 more source

A novel Weighted Exponential-Lindley distribution with Bayesian estimation under progressive Type-II censoring and a Bayesian-Calibrated Variational Autoencoder for survival prediction. [PDF]

Front Artif Intell
Furqan Ahmed P, Sujatha V.
europepmc   +1 more source

Dynamic risk assessment by landmark modeling of the restricted residual mean survival time. [PDF]

Lifetime Data Anal
Zhang Y, Schaubel DE.
europepmc   +1 more source