Research on the Design of Active Learning Algorithm based on Query-by-Committee for Intelligent Fetal Monitoring

The realization of intelligent fetal monitoring is helpful to timely detect fetal abnormality and save medical costs. However, the probability of misjudgment tends to be high when modeling the imbalanced clinical data directly. Moreover, reliable interpretation of cardiotocography (CTG) requires multiple obstetricians to annotate, which consumes excessive time and labor cost. In this paper, a K-me...