Six-center assessment of CNN-transformer with belief matching loss for patient-independent seizure detection in EEG

Six-center assessment of CNN-transformer with belief matching loss for patient-independent seizure detection in EEG

Neurologists typically identify epileptic seizures from electroencephalograms (EEGs) by visual inspection. This process is often time-consuming, especially for EEG recordings that last hours or days. To expedite the process, a reliable, automated, and patient-independent seizure detector is essentia...

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Bibliographic Details
Main Authors: Peh, Wei Yan, Thangavel, Prasanth, Yao, Yuanyuan, Thomas, John, Tan, Yee-Leng, Dauwels, Justin
Other Authors: Interdisciplinary Graduate School (IGS)
Format: Article
Language:English
Published: 2023
Subjects:
Science::Medicine
Transformer
Belief Matching
Online Access:https://hdl.handle.net/10356/169959
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Institution: Nanyang Technological University
Language: English

Internet

https://hdl.handle.net/10356/169959

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