Machine learning-based imaging biomarkers improve statistical power in clinical trials
Machine learning-based imaging biomarkers improve statistical power in clinical trials
Radiomic models, which leverage complex imaging patterns and machine learning, are increasingly accurate in predicting patient response to treatment and clinical outcome on an individual patient basis. In this work, we show that this predictive power can be utilized in clinical trials to significantly increase statistical power to detect treatment …