Before revision:  When training with only 1/4 of the nuclei annotation , the baseline pipeline suffers from severe false negatives, while our approach can retain a comparable detection accuracy , compared to that of training with the fully annotated data.
After revision:  When training with only 1/4 of the nuclei annotation , the baseline pipeline gives frequent false negatives, while our approach can retain a comparable detection accuracy , compared to that of training with the fully annotated data.