home/categories/bioinformatics/gptomics-bioskills-workflows-biomarker-pipeline-skill-md
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bio-workflows-biomarker-pipeline

End-to-end biomarker discovery workflow from expression data to validated biomarker panels. Covers feature selection with Boruta/LASSO, classifier training with nested CV, and SHAP interpretation. Use when building and validating diagnostic or prognostic biomarker signatures from omics data.

GPTomics
maintainer
GPTomics
업데이트됨 2/13/2026
스타
471
포크
81
quick start

Installation and usage

End-to-end biomarker discovery workflow from expression data to validated biomarker panels. Covers feature selection with Boruta/LASSO, classifier training with nested CV, and SHAP interpretation. Use when building and validating diagnostic or prognostic biomarker signatures from omics data.

설치
$ install --globalskills.sh
사용법

설치 후 터미널에서 다음 명령을 실행하여 이 스킬을 사용할 수 있습니다:

skills use bio-workflows-biomarker-pipeline