PainRhythms: Machine learning prediction of chronic pain from circadian dysregulation using actigraph data — a preliminary study
Atifa Sarwar, Emmanuel Agu, Justin Polcari, Jack Ciroli, Benjamin C. Nephew, Jean A. King
Topics & Concepts
ActigraphyCircadian rhythmMachine learningLogistic regressionArtificial intelligenceSleep onsetMedicineRhythmPhysical medicine and rehabilitationComputer sciencePsychologyPhysical therapyInternal medicineInsomniaPsychiatryHeart Rate Variability and Autonomic ControlMusculoskeletal pain and rehabilitationSleep and related disorders