Design of a deep learning model for automatic scoring of periodic and non-periodic leg movements during sleep validated against multiple human experts
Lorenzo Carvelli, A N Olesen, Andreas Brink-Kjær, Eileen Leary, Paul E. Peppard, Emmanuel Mignot, Helge B. D. Sørensen, Poul Jennum
Topics & Concepts
PolysomnographyCohortScoring systemSleep (system call)Computer scienceArtificial intelligenceElectromyographyActigraphyMachine learningF1 scoreDeep learningPhysical medicine and rehabilitationMedicineElectroencephalographyInternal medicinePsychiatryCircadian rhythmOperating systemRestless Legs Syndrome ResearchSleep and related disordersObstructive Sleep Apnea Research