Prediction of unsuccessful endometrial ablation: random forest vs logistic regression

ConclusionAlthough machine learning techniques are gaining popularity in development of clinical prediction tools, this study shows that ML is not necessarily superior to the traditional statistical LR techniques. Both techniques should be considered when developing a clinical prediction model. Both models  can identify the clinical predictors to surgical re-intervention and contribute to the shared decision-making process in the clinical practice.
Source: Gynecological Surgery - Category: OBGYN Source Type: research