Heart rate circadian phase and hyperarousal as wearable digital phenotyping of insomnia: An interpretable machine learning study - Quiz - MDSpire

Heart rate circadian phase and hyperarousal as wearable digital phenotyping of insomnia: An interpretable machine learning study

  • By

  • Minji Kim

  • Seojin Yun

  • Hyungju Kim

  • Emma Matsushita

  • Ji Won Yeom

  • Sujin Kim

  • Seung Pil Pack

  • Heon-Jeong Lee

  • Taesu Cheong

  • Chul-Hyun Cho

  • June 6, 2026

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Original Source(s)

Heart rate circadian phase and hyperarousal as wearable digital phenotyping of insomnia: An interpretable machine learning study

  • by Minji Kim, Seojin Yun, Hyungju Kim, Emma Matsushita, Ji Won Yeom, Sujin Kim, Seung Pil Pack, Heon-Jeong Lee, Taesu Cheong, Chul-Hyun Cho

  • June 6, 2026

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