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EEG-CLIP: learning EEG representations from natural language descriptions.

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第一作者： Tidiane,Camaret Ndir

第一单位： Medical Physics, Department of Diagnostic and Interventional Radiology, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany.;Neuromedical A.I. Lab, Department of Neurosurgery, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany.

作者： Tidiane,Camaret Ndir ^[1] ; Robin T,Schirrmeister ^[1] ; Tonio,Ball ^[2]

作者单位： Medical Physics, Department of Diagnostic and Interventional Radiology, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany.;Neuromedical A.I. Lab, Department of Neurosurgery, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany. ^[1] Neuromedical A.I. Lab, Department of Neurosurgery, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany.;BrainLinks-BrainTools, IMBIT (Institute for Machine-Brain Interfacing Technology), University of Freiburg, Freiburg im Breisgau, Germany. ^[2]

关键词 clinical text processing contrastive learning electroencephalogram (EEG)multimodal representation neural time series transfer learning zero-shot classification

DOI 10.3389/frobt.2025.1625731

PMID 40933652

发布时间 2025-09-15

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