# ------------------------------------------------ # CITATION.cff file created with {cffr} R package # See also: https://docs.ropensci.org/cffr/ # ------------------------------------------------ cff-version: 1.2.0 message: 'To cite package "detectPanel" in publications use:' type: software license: MIT title: 'detectPanel: Leakage-Aware Discovery of Small Biomarker Panels' version: 0.1.3 identifiers: - type: doi value: 10.32614/CRAN.package.detectPanel abstract: Discovers small binary-classification biomarker panels from count or expression matrices while prioritizing detectability, expression stability, and univariate discrimination. Candidate filtering and panel selection can be repeated inside nested cross-validation to reduce information leakage. The package provides shared resampling splits, exhaustive small-panel search, logistic model fitting with an automatic ridge fallback for unstable separation-prone fits, out-of-fold evaluation, selection-frequency summaries, and optional 'DESeq2' differential-expression support. The nested model-selection workflow follows Varma and Simon (2006) , and the optional differential-expression analysis uses Love, Huber, and Anders (2014) . authors: - family-names: Jiang given-names: Fuhao email: emr39515@gmail.com preferred-citation: type: manual title: 'detectPanel: Leakage-aware discovery and validation of small biomarker panels' authors: - family-names: Jiang given-names: Fuhao email: emr39515@gmail.com year: '2026' notes: R package version 0.1.3 url: https://github.com/Emr-27/detectPanel repository: https://emr-27.r-universe.dev repository-code: https://github.com/Emr-27/detectPanel commit: 7cf33fb2df99493f19edbf58470db72bc22882da url: https://github.com/Emr-27/detectPanel date-released: '2026-09-05' contact: - family-names: Jiang given-names: Fuhao email: emr39515@gmail.com