Exploratory Outlier Detection for Acceleromyographic Neuromuscular Monitoring: Machine Learning Approach

• Egile Nagusiak: Michaël Verdonck (Egilea), Hugo Carvalho (Egilea), Johan Berghmans (Egilea), Patrice Forget (Egilea), Jan Poelaert (Egilea)
• Formatua: Liburua
• Argitaratua: JMIR Publications, 2021-06-01T00:00:00Z.
• Gaiak: article
• Sarrera elektronikoa: 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...