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Siamese-ES: A Multi-task Learning Framework Leveraging Sleep Features for Interictal Epileptiform Discharge Detection

Author:Gao, Weifang   Lin, Nan   Hu, Peng   Lu, Qiang   Sun, Heyang   Liang, Zi   Li, Lian   

Session Name:S29: Epilepsy: Basic Science and Mechanisms  

Topic:Epilepsy/Clinical Neurophysiology (EEG)  

Program Number:S29.006  

Author Institution:Peking Union Medical College Hospital, Beijing, China, People's Republic of  NetEase Media Technology Co., China, People's Republic of  Peking Union Medical College Hospital, China, People's Republic of  

Development of Multimodal Automated Seizure Detection and Type Classification Using Synchronized Video-EEG Data

Author:Lin, Nan   Lu, Qiang   Gao, Weifang   Sun, Heyang   Gao, Yuan   Liang, Zi   Li, Lian   Hu, Peng   

Session Name:P2: Epilepsy/Clinical Neurophysiology (EEG): AI Applications: Epilepsy and EEG  

Topic:Epilepsy/Clinical Neurophysiology (EEG)  

Program Number:P2.010  

Author Institution:Peking Union Medical College Hospital, Beijing, China, People's Republic of  Peking Union Medical College Hospital, China, People's Republic of  NetEase Media Technology Co., China, People's Republic of  

EEG-VL: Integrating Visual Features with Large Language Models for Automated Seizure Detection

Author:Lin, Nan   Liang, Zi   Lu, Qiang   Gao, Weifang   Sun, Heyang   Hu, Peng   Li, Lian   

Session Name:P2: Epilepsy/Clinical Neurophysiology (EEG): AI Applications: Epilepsy and EEG  

Topic:Epilepsy/Clinical Neurophysiology (EEG)  

Program Number:P2.011  

Author Institution:Peking Union Medical College Hospital, Beijing, China, People's Republic of  NetEase Media Technology Co., China, People's Republic of  Peking Union Medical College Hospital, China, People's Republic of  

Cross-modality Transformation from SWI to QSM Based on U-net Gan

Author:Pan, Xingqi   Liu, Zi-Yue   Zhou, Chi-Heng   Zhang, Yujie   Yi, Fan   Huang, Zhengxing   Zhu, Yi-Cheng   

Session Name:P3: Aging, Dementia, and Behavioral Neurology: From Basic Science to Artificial Intelligence  

Topic:Aging, Dementia, and Behavioral Neurology  

Program Number:P3.012  

Author Institution:Peking Union Medical College Hospital, Beijing, China, People's Republic of  Peking Union Medical College Hospital, China, People's Republic of  The University of Virginia, VA  Zhejiang University, China, People's Republic of  Zhejiang University, Hangzhou, China, People's Republic of  

Multi-channel Vision Transformer-based Automated Sleep Staging for EEG Monitoring

Author:Gao, Weifang   Lin, Nan   Hu, Peng   Lu, Qiang   

Session Name:P8: Epilepsy/Clinical Neurophysiology (EEG): EEG and Neurophysiology 2  

Topic:Epilepsy/Clinical Neurophysiology (EEG)  

Program Number:P8.002  

Author Institution:Peking Union Medical College Hospital, Beijing, China, People's Republic of  NetEase Media Technology Co., China, People's Republic of  Peking Union Medical College Hospital, China, People's Republic of