Identification of major depression patients using machine learning models based on heart rate variability during sleep stages for pre-hospital screening
Duyan Geng, Qiang An, Zhigang Fu, Chao Wang, Hongxia An
Topics & Concepts
Major depressive disorderArtificial intelligenceMachine learningPreprocessorNaive Bayes classifierHeart rate variabilityFeature (linguistics)Computer scienceData pre-processingIdentification (biology)MedicineHeart ratePsychiatryInternal medicineSupport vector machineMoodPhilosophyLinguisticsBiologyBotanyBlood pressureHeart Rate Variability and Autonomic ControlEEG and Brain-Computer InterfacesMental Health Research Topics