This paper is in the following e-collection/theme issue:

Pilot studies (ehealth) (215) New Methods (963) Insomnia and Sleep Hygiene (177) Sleep Monitoring, Sleep Quality, Sleep Disorders (191)

Published on in Vol 4, No 6 (2020): June

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/16880, first published .
Association Between Electroencephalogram-Derived Sleep Measures and the Change of Emotional Status Analyzed Using Voice Patterns: Observational Pilot Study

Association Between Electroencephalogram-Derived Sleep Measures and the Change of Emotional Status Analyzed Using Voice Patterns: Observational Pilot Study

Association Between Electroencephalogram-Derived Sleep Measures and the Change of Emotional Status Analyzed Using Voice Patterns: Observational Pilot Study

Authors of this article:

Hirotaka Miyashita1, 2 Author Orcid Image ;   Mitsuteru Nakamura3 Author Orcid Image ;   Akiko Kishi Svensson1, 4, 5 Author Orcid Image ;   Masahiro Nakamura1 Author Orcid Image ;   Shinichi Tokuno3, 6 Author Orcid Image ;   Ung-Il Chung1, 6, 7 Author Orcid Image ;   Thomas Svensson1, 4, 6 Author Orcid Image
Article Authors Cited by (3) Tweetations (2) Metrics

Journals

  1. Maruyama T, Ekuni D, Higuchi M, Takayama E, Tokuno S, Morita M. Relationship between Psychological Stress Determined by Voice Analysis and Periodontal Status: A Cohort Study. International Journal of Environmental Research and Public Health 2022;19(15):9489 View
  2. Nakamura S, Watanabe R, Saito Y, Watanabe K, Chung U, Narimatsu H. The ME-BYO index: A development and validation project of a novel comprehensive health index. Frontiers in Public Health 2023;11 View
  3. Markov K, Elgendi M, Menon C. EEG-based headset sleep wearable devices. npj Biosensing 2024;1(1) View