Machine learning algorithm for sleep study

• Main Author: Guo, Shuli
• Other Authors: Ser Wee
• Format: Final Year Project
• Language: English
• Published: 2017
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: http://hdl.handle.net/10356/71742
• Institution: Nanyang Technological University

This project involves implementation of machine learning algorithm for sleep study. It aims to diagnose Obstructive Sleep Apnea (OSA) by implementing a machine learning algorithm. The standard and conventional diagnosis of sleep disorder is Polysomnography (PSG), also known as sleep study. During th...