Skip to main content

Table 9 Breakdown of NLP method

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

ML (n = 74) No studies Deep learning (n = 36) No studies
SVM 34 RNN variants 14
Logistic regression 23 CNN 10
Random forest 18 Other 5
Naïve Bayes 17 Compare CNN, RNN 4
Maximum entropy 7 Combine CNN + RNN 3
Decision trees 4