arxivcs.LG2026-07-09
MLPTR-CC: Multi-label Pathology Test Recommendation using Classifier Chains and SHAP
Abu Rafe Md Jamil, Nayan Malakar
Diagnostic decision making often relies on a sequence of pathology tests that bridge patient symptoms and final disease diagnosis. Existing clinical decision-support systems typically focus on predicting single diseases and do not explicitly recommend sets of intermediate tests o…