04:00
2026-09-18
machinebrief.com
artificial-intelligence
FCA-Guided Counterfactual Explanations for Multi-Modal Breast Cancer Diagnosis: A Framework Achieving Perfect Validity with Emergent Sparsity
A Formal Concept Analysis-guided counterfactual (FCA-CF) framework achieved Validity = 1.0000, Sparsity = 2.37 features changed, and Proximity = 0.900 on 60 benign-predicted TCGA-BRCA instances, accor…