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Abbreviation : DA
Long Form : data augmentation
No. Year Title Co-occurring Abbreviation
2019 Performance of a Deep Neural Network Algorithm Based on a Small Medical Image Dataset: Incremental Impact of 3D-to-2D Reformation Combined with Novel Data Augmentation, Photometric Conversion, or Transfer Learning. APV, CCTA, DNN, GCC, MPV, TL
2010 Comparison of techniques for handling missing covariate data within prognostic modelling studies: a simulation study. CC, MAR, MCAR, MI, MNAR, SI
2009 A novel Gibbs maximum a posteriori (GMAP) approach on Bayesian nonlinear mixed-effects population pharmacokinetics (PK) models. GMAP, MCMC, MDZ, PK
2008 Data augmentation algorithms for detecting conserved domains in protein sequences: a comparative study. ---
2006 Inference methods for saturated models in longitudinal clinical trials with incomplete binary data. EM, MAR
2005 Using data augmentation to obtain standard errors and conduct hypothesis tests in latent class and latent transition analysis. LCA, LTA
2004 Bayesian inference for randomized clinical trials with treatment failures. ACRN, ITT