Fig. 1: Study breakdown of EMBARC with machine learning workflow and results.
From: Towards causal inference-based antidepressant selection with brain and blood biomarkers
A Breakdown of the study arms of EMBARC, as well as the classification of Subgroups A, B, and C is displayed. The workflow of training the model on Subgroup A and testing on Subgroup B & C is repeated on several samples with varying levels of data completeness. B Receiver operator characteristic curves of training and testing sets. ACC: Accuracy. AUC: Area Under the Curve.
