Evaluating the performance of open-source and proprietary processing of actigraphy sleep estimation in children with suspected sleep disorders: a comparison with polysomnography
The open-source vanHees2015 algorithm performed well but slightly worse than the proprietary ActiLife algorithms in children. The open-source nature vanHees2015 makes it ideal for clinical pediatric use. Implementation of the Sadeh and Cole-Kripke algorithms in the proprietary ActiLife and open-source GGIR software yield different sleep estimates, so comparisons between studies using these different implementations should be avoided.
Authors
- Aliye B. Cepni (ORCID: https://orcid.org/0000-0002-6303-8378)
- Gregory J. Welk (ORCID: https://orcid.org/0000-0001-7132-9725)
- James White (ORCID: https://orcid.org/0000-0001-8371-8453)
- David E. Brown (ORCID: https://orcid.org/0000-0003-3913-0825)
- R. Glenn Weaver
- Elizabeth L. Adams (ORCID: https://orcid.org/0000-0002-5602-8470)
- Xuanxuan Zhu
- Bridget Armstrong (ORCID: https://orcid.org/0000-0002-1909-8170)
- Russell R. Pate (ORCID: https://orcid.org/0000-0001-6373-9337)
- Olivia Finnegan (ORCID: https://orcid.org/0000-0003-0625-1479)
- Michael W. Beets (ORCID: https://orcid.org/0000-0001-6728-6742)
- Sarah Burkart (ORCID: https://orcid.org/0000-0002-0840-1680)
- Massimiliano de Zambotti (ORCID: https://orcid.org/0000-0002-0057-5977)
- Srihari Nelakuditi (ORCID: https://orcid.org/0000-0001-5990-394X)
- Vincent T. van Hees (ORCID: https://orcid.org/0000-0003-0182-9008)
- Rahul Ghosal (ORCID: https://orcid.org/0000-0003-0939-4731)
- Yuan Wang
Institutions
- SRI International (US)
- University of South Carolina (US)
- Iowa State University (US)
- Menlo School (US)
- Houston Health and Human Services Department (US)
- University of Houston (US)
- University of Almería (ES)
Publication Details
- Journal
- SLEEP
- Published
- 2024-11-19
- DOI
- https://doi.org/10.1093/sleep/zsae267
- Citations
- 9
- Primary Topic
- Obstructive Sleep Apnea Research
- Type
- article
- Field-Weighted Citation Impact
- 2.94