Single Sensor Techniques for Sleep Apnea Diagnosis Using Deep Learning.
Rahul Krishnan PathinarupothiDhara Prathap JEkanath Srihari RanganE. GopalakrishnanVinaykumar R.Soman K. PPublished in: ICHI (2017)
Keyphrases
- deep learning
- sleep apnea
- single sensor
- obstructive sleep apnea
- digital camera
- multi sensor
- video camera
- sleep stage
- camera images
- automatic target recognition
- multiple sensors
- machine learning
- physiological parameters
- automatic analysis
- unsupervised learning
- mental models
- low cost
- data fusion
- digital images
- color filter array
- multiple images
- sensor fusion
- weakly supervised
- image classification
- color images
- pairwise
- video sequences
- higher order
- co occurrence