TABLE II.
Recent Applications of Artificial Intelligence Methods in Pharmacoepidemiology
| Application | AI Method | References |
|---|---|---|
| Pharmacovigilance | Boosting Algorithms Neural Networks Linear Models Support Vector Machine Tree-Based Algorithms |
[166], [167], [167]–[170] [171]–[176] [168], [177] [178] [169] |
| Precision Dosing | Boosting Algorithms Neural Networks Linear Models Tree-Based Algorithms |
[179]–[181] [182], [183] [179], [181], [183]–[185] [183] |
| Population Pharmacokinetics | Boosting Algorithms Neural Networks Linear Models Support Vector Machine Tree-Based Algorithms |
[186]–[192] [193]–[196] [185], [197], [198] [193] [193], [199]–[201] |