Diagnostic accuracy of artificial intelligence for obstructive sleep apnea detection: a systematic review - Haghighat, Sara; Joghatayi, Muhammed; Issa, Julien; Azimian, Sarina; Brinz, Janet; Ashkan, Ali; Chaurasia, Akhilanand; Rahimian, Zahra; Sangalli, Linda (BMC medical informatics and decision making, 2025)
Keywords: Accuracy; Accuracy and precision; Adults; Airway management; Algorithms; Apnea; Artificial intelligence; Artificial Intelligence - standards; Automation; Bias; Business metrics; Cognitive ability; Computer-aided medical diagnosis; Datasets; Deep learning; Diagnosis; Diagnostic accuracy; Diagnostics; Evaluation; Health Informatics; Humans; Hypertension; Information Systems and Communication Service; Machine learning; Management of Computing and Information Systems; Medicine; Medicine & Public Health; Neural networks; Obstructive sleep apnea; Patients; Pediatrics; Performance evaluation; Population studies; Signs and symptoms; Sleep apnea; Sleep apnea syndromes; Sleep Apnea, Obstructive - diagnosis; Sleep disorders; Systematic Review; Denmark; Deep learning; Artificial intelligence; Obstructive sleep apnea; Diagnostic accuracy; Machine learning