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Package: HNSCclassifier
Title: HNSCclassifier: An R Package to Predict Molecular Subtypes of Head and Neck Squamous Cell Carcinoma
Version: 0.1.0
Authors@R:
person("Jiang", "Li", email="ronlee12355@outlook.com", role = c("aut", "cre"))
Description: Description: This package provides a robust classifier to assign head and neck
squamous cell carcinoma (HNSCC) samples to the established TCGA molecular
subtypes (Atypical, Basal, Classical, Mesenchymal). It implements a
pathway-level normalization strategy based on single-sample gene set
enrichment (ssGSEA) and a pre-trained random forest model. The package
includes a command-line function for batch prediction and an interactive
Shiny web interface for users without programming experience.
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2
Depends:
R (>= 4.3)
URL: https://github.com/Ronlee12355/HNSCclassifier
BugReports: https://github.com/Ronlee12355/HNSCclassifier/issues
LazyData: true
LazyDataCompression: xz
Imports:
GSVA,
randomForest,
shiny,
ggplot2,
pheatmap,
AnnotationDbi,
org.Hs.eg.db,
Suggests:
caret,
knitr,
rmarkdown,
testthat (>= 3.0.0),
DT,
shinythemes,
shinyjs
VignetteBuilder: knitr
License: GPL (>= 3)
Config/testthat/edition: 3