TY - JOUR AU - Jiménez García, Jorge AU - García, María AU - Gutiérrez Tobal, Gonzalo César AU - Kheirandish Gozal, Leila AU - Vaquerizo Villar, Fernando AU - Álvarez, Daniel AU - Campo Matias, Félix del AU - Gozal, David AU - Hornero Sánchez, Roberto PY - 2022 SN - 0010-4825 UR - https://uvadoc.uva.es/handle/10324/55620 AB - The gold standard approach to diagnose obstructive sleep apnea (OSA) in children is overnight in-lab polysomnography (PSG), which is labor-intensive for clinicians and onerous to healthcare systems and families. Simplification of PSG should enhance... LA - eng PB - Elsevier KW - Obstructive sleep apnea KW - Apnea obstructiva del sueño KW - Airflow KW - Flujo aéreo KW - Oximetry KW - Oximetría TI - A 2D convolutional neural network to detect sleep apnea in children using airflow and oximetry DO - 10.1016/j.compbiomed.2022.105784 ER -