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 |