Before revision:  First, we used a dictionary approach to develop a rule-based algorithm (RBA) for extraction of disease labels from radiology text reports.
After revision:  First, we used a dictionary approach to develop a rule-based algorithms (RBA) for extraction of disease labels from radiology text reports.