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Development and testing of methods for detecting off-wrist in actimetry recordings.

Luisa Klaus PilzMelissa Alves Braga de OliveiraEduardo G SteibelLucas M PolicarpoAlicia CarissimiFelipe G CarvalhoDébora B ConstantinoAndre Comiran TononNicóli B XavierRodrigo da Rosa RighiMaria Paz Hidalgo
Published in: Sleep (2022)
Automated strategies of off-wrist detection are similarly effective to visual inspection, but have the important advantage of being faster, less costly, and independent of raters' attention/experience. In our study, detecting short intervals was a limitation across methods.
Keyphrases
  • machine learning
  • working memory
  • deep learning
  • high throughput
  • loop mediated isothermal amplification
  • label free
  • real time pcr