セッション詳細
[4O09m-3]ニューラルネットワーク
2025年7月27日(日) 11:10 〜 12:10
第9会場（303+304）
[4O09m-3-1]Interpretable Deep Learning Framework for PSG-Based Classification of REM Sleep Behavior Disorder and Parkinson’s Disease
*Sunil Kim1, Yu Jin Jung2, Jaeseung Jeong3,1 (1. Department of Bio and Brain Engineering, College of Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea, 2. Department of Neurology, Daejeon St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea, 3. Department of Brain and Cognitive Sciences, College of Life Science and Bioengineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea)
[4O09m-3-2]What does my network learn? Assessing interpretability of deep learning for EEG
*Pinar Goktepe1,2,3, Florence M. Aellen1,2, Sigurd L. Alnes1,2, Athina Tzovara1,2 (1. Institute of Computer Science, University of Bern, 2. Center for Experimental Neurology, Department of Neurology, Inselspital, Bern University Hospital and University of Bern, 3. Computational Neuroscience Laboratories, Advanced Telecommunication Research Institute International, Kyoto, Japan)
[4O09m-3-3]A Framework for Assessing Parkinson's Disease Risk via Gait Analysis Utilizing Artificial Intelligence
*Sudip Paul1, Mrinalini Bhagawati1 (1. Department of Biomedical Engineering, North-Eastern Hill University, India)
[4O09m-3-4]From Subjective Reports to Brain Networks: A Questionnaire-Based GNNs for the Rubber Hands Illusion State Classification
*HAOJIONG WANG1, Taro Toyoizumi1,2 (1. RIKEN Center for Brain Science, Saitama, Japan, 2. Graduate School of Information Science and Technology, the University of Tokyo, Tokyo, Japan)