Exploratory Outlier Detection for Acceleromyographic Neuromuscular Monitoring: Machine Learning Approach

• Main Authors: Michaël Verdonck (Author), Hugo Carvalho (Author), Johan Berghmans (Author), Patrice Forget (Author), Jan Poelaert (Author)
• 格式: 图书
• 出版: JMIR Publications, 2021-06-01T00:00:00Z.
• 主题: article
• 在线阅读: Connect to this object online.

BackgroundBecause of their kinetic nature, artifactual recordings of acceleromyography-based neuromuscular monitoring devices are not unusual. These generate a great deal of cynicism among anesthesiologists, constituting an obstacle toward their widespread adoption. Through outlier analysis techniqu...