Ludovic P Pao

Jul 19, 2024 | digitalcommons.library.tmc.edu | Ryan Nguyen |Matthew D. Smyth |Liang Zhu |Ludovic P Pao

AbstractEpilepsy affects 1 in 150 children under the age of 10 and is the most common chronic pediatric neurological condition; poor seizure control can irreversibly disrupt normal brain development. The present study compared the ability of different machine learning algorithms trained with resting-state functional MRI (rfMRI) latency data to detect epilepsy. Preoperative rfMRI and anatomical MRI scans were obtained for 63 patients with epilepsy and 259 healthy controls.

Jul 19, 2024 | digitalcommons.library.tmc.edu | Ryan Nguyen |Matthew D. Smyth |Liang Zhu |Ludovic P Pao

AbstractEpilepsy affects 1 in 150 children under the age of 10 and is the most common chronic pediatric neurological condition; poor seizure control can irreversibly disrupt normal brain development. The present study compared the ability of different machine learning algorithms trained with resting-state functional MRI (rfMRI) latency data to detect epilepsy. Preoperative rfMRI and anatomical MRI scans were obtained for 63 patients with epilepsy and 259 healthy controls.