Development of a neural network-based biomedical interface for monitoring and alerting sleep apnea through EEG signal processing in neonates

Sleep apnea (SA) is one of the most common causes of death in neonates due to their immature respiratory system and lack of research in the country. In response to this critical health issue, this research project aims to develop a biomedical interface based on integrated neural networks for automat...

• Main Author: Villarroel Martínez, Nathaly Aracelly (author)
• Format: bachelorThesis
• Language: eng
• Published: 2025
• Subjects: Apnea de sueño; Red neuronal convolucional; Sleep apnea; Convolutional neural network
• Online Access: http://repositorio.yachaytech.edu.ec/handle/123456789/966