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 | Â | Â |