Skip to main content

Table 10 NLP Method by data size properties, minimum data size, maximum data size and median value, studies reporting in numbers of radiology reports

From: A systematic review of natural language processing applied to radiology reports

NLP method Min size Max size Median
Compare methods 513 2,167,445 2,845
Hybrid methods 40 34,926 918
Deep learning (Only) 120 1,567,581 5000
Machine learning (Only) 101 2,977,739 2531
Rules (only) 31 10,000,000 8000
Other 25 12,377,743 10,000