Before revision:  When trained with only 1/4 of the nuclei annotated, the baseline pipeline gives frequent false negatives, while our approach retains  detection accuracy comparable to that of training with the fully annotated data.
After revision:  When trained with only 1/4 of the nuclei annotated, our approach retains detection accuracy comparable to that of training with the fully annotated data.