A classification for complex imbalanced data in disease screening and early diagnosis
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Publication:6628493
DOI10.1002/SIM.9442zbMATH Open1547.62344MaRDI QIDQ6628493
Publication date: 29 October 2024
Published in: Statistics in Medicine (Search for Journal in Brave)
Cites Work
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- Sure independence screening in generalized linear models with NP-dimensionality
- Cost-sensitive boosting for classification of imbalanced data
- High-dimensional classification using features annealed independence rules
- Multilevel functional principal component analysis
- Shrinkage Estimation for Functional Principal Component Scores with Application to the Population Kinetics of Plasma Folate
- Classification of longitudinal data through a semiparametric mixed‐effects model based on lasso‐type estimators
- A model-based approach to Bayesian classification with applications to predicting pregnancy outcomes from longitudinal -hCG profiles
- The Group Lasso for Logistic Regression
- Clustering for Sparsely Sampled Functional Data
- Principal component models for sparse functional data
- Nonparametric Regression Analysis of Longitudinal Data
- Generalized Linear Models with Functional Predictors
- Corrected Confidence Bands for Functional Data Using Principal Components
- The Kolmogorov filter for variable screening in high-dimensional binary classification
- Model Selection and Estimation in Regression with Grouped Variables
- Combining Multiple Markers for Classification Using ROC
- Functional Data Analysis for Sparse Longitudinal Data
- Convergence of a block coordinate descent method for nondifferentiable minimization
- Support vector machines for classification in nonstandard situations
- Dynamic prediction of Alzheimer's disease progression using features of multiple longitudinal outcomes and time-to-event data
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