Journal of sleep research
Transformer-Based Multi-Channel K-Complex Detection Algorithm Tailored for Elderly Patients With Amnestic Mild Cognitive Impairment.
Shunjie Liu, Hangyi Liu, Zheliang Li, Tianlai Huang, Xiyan Zhu, Iok Che, Haoyi Zhan, Leng Hoi Chio, Fei Tang, Munan Ran, Xin Lin, Siying Wen, Hua Li, Junjie Li, Zhong Li
Published: 202610.1111/jsr.70285
Abstract
K-complexes (KCs) are hallmark waveforms of non-rapid eye movement stage 2 (NREM2) sleep, associated with sleep maintenance and memory consolidation. KC density and amplitude decline with ageing and are further altered in amnestic mild cognitive impa…
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