Research direction 04
公共数据库挖掘
Public database mining
Focuses on practical, reproducible ways to turn public datasets into testable biomarkers, disease mechanisms, and validation cohorts.
Latest Daily Literature Reports
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2026-05-12 · PubMed / PMC / Molecular Cancer Research
CGPA offers a multicontext cancer gene prognosis atlas for more disciplined biomarker discovery
CGPA is useful for public database mining because it makes prognosis queries more explicit across cancer type, context, and validation logic instead of relying on isolated Kaplan-Meier screenshots.
Open full interpretation →2026-05-11 · PubMed / PMCVisual analytics framework for survival analysis and biomarker discovery from gene expression data
A useful methods paper for making public expression mining more auditable: interactive survival views can expose threshold choices, cohort effects, and fragile biomarkers.
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