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Using MRI and Radiomics to Predict Pain in a Cohort of Trigeminal Neuralgia Patients Treated With Radiosurgery
Kellen Mulford1, Sean Moen2, Andrew W. Grande2, Donald R. Nixdorf3, and Pierre-Francois Van de Moortele1
1Center for Magnetic Resonance Imaging, University of Minnesota, Minneapolis, MN, United States, 2Department of Neurosurgery, University of Minnesota, Minneapolis, MN, United States, 3Department of Diagnostic and Biological Science, University of Minnesota, Minneapolis, MN, United States
There is a lack of objective measures for diagnosing and classifying trigeminal neuralgia. In this work, we developed a radiomics based model for predicting whether a nerve was affected by pain.
Figure 1: Flowchart detailing the methods used to build the predictive model.