Undiagnosed hypertension screening drops missed cases from 1,237 to 729 with positive-unlabeled learning
Treating undiagnosed hypertension screening as a positive-unlabeled problem in 43,105 Chinese community adults reached a sensitivity of 0.817 and 729 false negatives in an independent test set, 41.1% fewer than standard XGBoost.