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Comparing stress prediction models using smartwatch physiological signals and participant self-reports

Ruixuan Dai, Chenyang Lu, Linda Yun, Eric J. Lenze, Michael S. Avidan, Thomas Kannampallil

2021Computer Methods and Programs in Biomedicine44 citationsDOI

Topics & Concepts

StressorSupport vector machineMachine learningRandom forestComputer scienceArtificial intelligenceTask (project management)Wearable computerStress (linguistics)Logistic regressionPredictive modellingPsychologyClinical psychologyEngineeringSystems engineeringEmbedded systemPhilosophyLinguisticsHeart Rate Variability and Autonomic ControlEmotion and Mood RecognitionMental Health Research Topics
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