The Application of Visual Organization Principle in the Detection of Sleep Spindles

• 作者: Jian Zhang Junzhong Zou Xuemei Jin
• 来源期刊: 生物医学工程(英文)
• 学科: 医学
• 关键词: Sleep SPINDLES PRINCIPLE of VISUAL ORGANIZATION TIME-DOMAIN DETECTION
• 年，卷（期）: 2017,（5）
• 页码范围: 1-9
• 页数: 9页
• 分类号: R73

摘要

In order to detect the sleep spindles simply and efficiently, a novel time-domain approach to detect sleep spindles based on the principles of visual organization is proposed. The code idea of the visual organization is to organize the primary visual elements according to some rules of organization, and to form a more meaningful object of visual processing, as the input of next process. After the collected EEG is processed with the merging algorithm based on the principle of visual organization, it can extract the time-domain feature frequency and duration time better. Use these features with a simple algorithm to detect spindles achieving sensitivity of 92.5% and specificity of 98.1%, which verifies the validity of this method to detect the sleep spindles.