Diagnosis of Obstructive Sleep Apnea during Wakefulness Using Upper Airway Negative Pressure and Machine Learning.
Jan LimShehroz S. KhanAditya PandyaClodagh M. RyanAhmed HaleemNiveca SivakulamHosna SahakAdnan Ul HaqKori MacarthurHisham AlshaerPublished in: EMBC (2019)
Keyphrases
- obstructive sleep apnea
- machine learning
- sleep apnea
- quantitative analysis
- positive and negative
- pattern recognition
- machine learning methods
- computer vision
- decision trees
- supervised learning
- machine learning algorithms
- radial basis function neural network
- learning algorithm
- learning tasks
- reinforcement learning
- sensitivity analysis
- eeg signals
- neural network