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Tracking Subjective Sleep Quality and Mood With Mobile Sensing: Multiverse Study.

Koen NiemeijerMerijn MestdaghPeter Kuppens
Published in: Journal of medical Internet research (2022)
The approach demonstrated in this paper has shown that different choices (eg, preprocessing choices, various statistical models, different features) lead to vastly different results that are bad and relatively good as well. Nevertheless, there were some promising results, particularly for SSQ, which warrant further research on this topic.
Keyphrases
  • sleep quality
  • depressive symptoms
  • physical activity
  • bipolar disorder