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Statistical learning analysis pipeline A. Summary of our previous trial (1) B. Models will be trained to classify responders and non-responders at the study endpoint. We will optimize the models and measure the performance using the area under the curve (AUC) and balance accuracy (BAC) C. We will use the open-label trial data to validate the model comparing the prediction to the real outcome.
