Combining Cardiorespiratory Signals and Video-Based Actigraphy for Classifying Preterm Infant Sleep States

• Main Authors: Dandan Zhang (Author), Zheng Peng (Author), Carola Van Pul (Author), Sebastiaan Overeem (Author), Wei Chen (Author), Jeroen Dudink (Author), Peter Andriessen (Author), Ronald M. Aarts (Author), Xi Long (Author)
• Format: Book
• Published: MDPI AG, 2023-11-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

The classification of sleep state in preterm infants, particularly in distinguishing between active sleep (AS) and quiet sleep (QS), has been investigated using cardiorespiratory information such as electrocardiography (ECG) and respiratory signals. However, accurately differentiating between AS and...