Correlation‐adjusted regression survival scores for high‐dimensional variable selection
Sign Up to like & getrecommendations! Published in 2019 at "Statistics in Medicine"
DOI: 10.1002/sim.8116
Abstract: Background: The development of classification methods for personalized medicine is highly dependent on the identification of predictive genetic markers. In survival analysis, it is often necessary to discriminate between influential and noninfluential markers. It is… read more here.
Keywords: medicine; high dimensional; adjusted regression; cars score ... See more keywords
Quantile regression for survival data with covariates subject to detection limits.
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DOI: 10.1111/biom.13309
Abstract: With advances in biomedical research, biomarkers are becoming increasingly important prognostic factors for predicting overall survival, while the measurement of biomarkers is often censored due to instruments' lower limits of detection. This leads to two… read more here.
Keywords: detection limits; regression survival; quantile regression; regression ... See more keywords
Screening of gene markers related to the prognosis of metastatic skin cutaneous melanoma based on Logit regression and survival analysis
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DOI: 10.1186/s12920-021-00923-0
Abstract: Background Bioinformatics was used to analyze the skin cutaneous melanoma (SKCM) gene expression profile to provide a theoretical basis for further studying the mechanism underlying metastatic SKCM and the clinical prognosis. Methods We downloaded the… read more here.
Keywords: logit regression; skin cutaneous; prognosis; cutaneous melanoma ... See more keywords