Improving central apnea detection in preterm infants: Neural network strategies and clinical impact - Varisco, Gabriele; Peng, Zheng; Niemarkt, Hendrik; Andriessen, Peter; van Pul, Carola; Long, Xi (Computer methods and programs in biomedicine, 2025)
Keywords: Alarm Systems; Algorithms; Apnea Detection; Biomedical Signal Processing; Central Apneas; Convolutional Neural Networks; Detection Models; Electrocardiography; Errors; Female; Humans; Image Resolution; Infant, Newborn; Infant, Premature; Intensive Care Units, Neonatal; Learning Systems; Machine Learning; Male; Monitoring, Physiologic; Moving Window; Neonatal Intensive Care Units; Neonatal Monitoring; Network Strategy; Neural Networks; Neural Networks, Computer; Preterm Infants; Sleep Apnea, Central - diagnosis; Statistical Tests; Time Shifts; Central apneas; Neural networks; Preterm infants; Machine learning