Spatiotemporal characteristics of cortical activities of REM sleep behavior disorder revealed by explainable machine learning using 3D convolutional neural network

Abstract Isolated rapid eye movement sleep behavior disorder (iRBD) is a sleep disorder characterized by dream enactment behavior without any neurological disease and is frequently accompanied by cognitive dysfunction. The purpose of this study was to reveal the spatiotemporal characteristics of abn...

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التفاصيل البيبلوغرافية
الحاوية / القاعدة:Scientific Reports
المؤلفون الرئيسيون: Hyun Kim, Pukyeong Seo, Jung-Ick Byun, Ki-Young Jung, Kyung Hwan Kim
التنسيق: مقال
اللغة:الإنجليزية
منشور في: Nature Portfolio 2023-05-01
الوصول للمادة أونلاين:https://doi.org/10.1038/s41598-023-35209-1