Big data approaches for novel mechanistic insights on sleep and circadian rhythms: a workshop summary
The National Center on Sleep Disorders Research of the National Heart, Lung, and Blood Institute at the National Institutes of Health hosted a 2-day virtual workshop titled Big Data Approaches for Novel Mechanistic Insights on Disorders of Sleep and Circadian Rhythms on May 2nd and 3rd, 2024. The goals of this workshop were to establish a comprehensive understanding of the current state of sleep and circadian rhythm disorders research to identify opportunities to advance the field by using approaches based on artificial intelligence and machine learning. The workshop showcased rapidly developing technologies for sensitive and comprehensive remote analysis of sleep and its disorders that can account for physiological, environmental, and social influences, potentially leading to novel insights on long-term health consequences of sleep disorders and disparities of these health problems in specific populations.
Authors
- Jonna L. Morris (ORCID: https://orcid.org/0000-0002-4150-9407)
- Brian E. Cade (ORCID: https://orcid.org/0000-0003-1424-0673)
- Marianthi‐Anna Kioumourtzoglou (ORCID: https://orcid.org/0000-0001-5710-4992)
- Michael Brandon Westover (ORCID: https://orcid.org/0000-0003-4803-312X)
- Diego R. Mazzotti (ORCID: https://orcid.org/0000-0003-3924-9199)
- Manisha Desai (ORCID: https://orcid.org/0000-0002-6949-2651)
- Lawrence Baizer (ORCID: https://orcid.org/0000-0002-8054-6446)
- Lauren Hale (ORCID: https://orcid.org/0000-0002-7530-2519)
- Girish N. Nadkarni (ORCID: https://orcid.org/0000-0001-6319-4314)
- Shaun Purcell (ORCID: https://orcid.org/0000-0002-7402-5812)
- Dina Katabi (ORCID: https://orcid.org/0000-0003-4854-4157)
- Bing Si (ORCID: https://orcid.org/0000-0002-2352-7230)
- Jeffrey Durmer
- Orsolya Kiss (ORCID: https://orcid.org/0000-0003-2643-773X)
- Julio Fernández‐Mendoza (ORCID: https://orcid.org/0000-0001-9584-6161)
- Marishka Brown
- Kelton Minor (ORCID: https://orcid.org/0000-0001-5150-0775)
- Carolyn M. Reyes-Guzman (ORCID: https://orcid.org/0000-0001-5027-8228)
- Massimiliano de Zambotti (ORCID: https://orcid.org/0000-0002-0057-5977)
- Soomi Lee (ORCID: https://orcid.org/0000-0002-7623-3770)
- John F. P. Bridges (ORCID: https://orcid.org/0000-0002-3082-5535)
- Regina M. Bures
- Adam P. Spira (ORCID: https://orcid.org/0000-0003-1507-0995)
- Ankit Parekh (ORCID: https://orcid.org/0000-0002-5396-0553)
- Azizi Seixas (ORCID: https://orcid.org/0000-0003-0843-2679)
- Sweta Ladwa
Institutions
- Brigham and Women's Hospital (US)
- SRI International (US)
- National Institutes of Health (US)
- Pennsylvania State University (US)
- Beth Israel Deaconess Medical Center (US)
- Harvard University (US)
- Johns Hopkins University (US)
- University of Miami (US)
- University of Pittsburgh (US)
- Ferring Pharmaceuticals (Switzerland) (CH)
- Stony Brook School (US)
- National Heart, Lung, and Blood Institute (US)
- Child Health and Development Institute (US)
- University of Kansas Medical Center (US)
- Stanford Medicine (US)
- National Cancer Institute (US)
- Canadian Sleep & Circadian Network (CA)
- The Ohio State University (US)
- Arizona State University (US)
- Stony Brook University (US)
- Massachusetts Institute of Technology (US)
- Columbia University (US)
- Penn State Milton S. Hershey Medical Center (US)
- Stanford University (US)
- Icahn School of Medicine at Mount Sinai (US)
Publication Details
- Journal
- SLEEP
- Published
- 2025-02-13
- DOI
- https://doi.org/10.1093/sleep/zsaf035
- Citations
- 2
- Primary Topic
- Health, Environment, Cognitive Aging
- Type
- article
- Field-Weighted Citation Impact
- 2.40