TY  - JOUR 
AU  - Vaquerizo Villar, Fernando
AU  - Gutierrez Tobal, Gonzalo César
AU  - Álvarez González, Daniel
AU  - Martín Montero, Adrián
AU  - Gozal, David
AU  - Hornero Sánchez, Roberto
PY  - 2025
SN  - 0952-1976
UR  - https://uvadoc.uva.es/handle/10324/79844
AB  - Deep-learning (DL) approaches have been developed using pulse rate (PR) and blood oxygen saturation (SpO2)
recordings from pulse oximetry to streamline sleep staging, particularly for obstructive sleep apnea (OSA) pa-
tients. However, lack of...
LA  - eng
PB  - Elsevier
KW  - Age subgroups
KW  - Deep learning
KW  - Explainable artificial intelligence
KW  - Pulse oximetry
KW  - Obstructive sleep apnea
KW  - Sleep stages
TI  - An explainable deep learning approach for sleep staging in sleep apnea patients across all age subgroups from pulse oximetry signals
DO  - 10.1016/j.engappai.2025.112562
ER  -