TY  - JOUR 
AU  - Barroso García, Verónica
AU  - Fernández Poyatos, Marta
AU  - Sahelices Fernández, Benjamín
AU  - Álvarez González, Daniel
AU  - Gozal, David
AU  - Hornero Sánchez, Roberto
AU  - Gutierrez Tobal, Gonzalo César
PY  - 2023
SN  - 2075-4418
UR  - https://uvadoc.uva.es/handle/10324/66163
AB  - The high prevalence of sleep apnea and the limitations of polysomnography have prompted the investigation of strategies aimed at automated diagnosis using a restricted number of physiological measures. This study aimed to demonstrate that thoracic...
LA  - spa
PB  - MDPI
KW  - central sleep apnea
KW  - obstructive sleep apnea
KW  - abdominal respiratory signal
KW  - thoracic respiratory signal
KW  - convolutional neural network
KW  - deep learning
TI  - Prediction of the sleep apnea severity using 2D-convolutional Neural Networks and respiratory effort signals
DO  - 10.3390/diagnostics13203187
ER  -