Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International ConferenceHumansElectroencephalographyAlgorithmsSignal ProcessingComputer-Assisted
SpindleX: A Multi-Scale Event Detection Window and CBAM Attention-Based Model for Sleep Spindle Detection.
Aoqi Li, Chao Qu, Jiahui Pan
Published: 202510.1109/EMBC58623.2025.11253186
Abstract
Sleep spindles, characteristic waveforms in stage 2 of non-rapid eye movement (NREM) sleep on EEG, are linked to a multitude of diseases. Although numerous sleep spindle detection methods exist, several challenges persist: 1)How to effectively utiliz…
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