Convolutional neural network for real-time apnea-hypopnea event detection during sleep

Source: R/models.R

Keras implementation of the deep learning architecture described by Choi & Al in "Real-time apnea-hypopnea event detection during sleep by convolutional neural network".

choi2018(segment_size = 160)

Arguments

segment_size

Integer. The size of the segment to predict.

Value

A Keras sequential model.

References

Choi SH, Yoon H, Kim HS, et al. Real-time apnea-hypopnea event detection during sleep by convolutional neural networks. Computers in Biology and Medicine. 2018;100:123-131.