Research artifact · Public artifact

FCA-constrained heart-risk analysis

The analysis package associated with the Health Informatics Journal study of closure-constrained logistic regression.

Period
2025–2026
Role
Conceptualization, methodology, coding, and formal analysis
Availability
Public artifact

Work

  • FCA closed-itemset extraction
  • Closure-constrained logistic-regression implementation
  • Held-out evaluation and baseline comparison

Evidence

Zenodo record cited by the journal’s data-availability statement.

Boundaries

  • The underlying cohort is retrospective and survey-derived.
  • Public availability does not establish clinical readiness.

Related publication

Interpretable heart disease risk prediction via FCA-constrained logistic regression