Predicting Traumatic Brain Injury Post-Trauma Using Temporal Attention on Sleep-Wake Data
In the future, the incorporation of sleep/wake derived biomarkers into TBI identification tools could assist in the identification of individuals with potential TBI for further screening and intervention.
Authors
- Nathaniel G. Harnett (ORCID: https://orcid.org/0000-0001-5346-2012)
- Christopher Lewandowski (ORCID: https://orcid.org/0000-0001-8297-0024)
- Steven E. Harte (ORCID: https://orcid.org/0000-0002-2929-8694)
- Tanja Jovanović (ORCID: https://orcid.org/0000-0002-6456-0053)
- Liana M. Matson (ORCID: https://orcid.org/0000-0003-2884-8460)
- Antonia V. Seligowski (ORCID: https://orcid.org/0000-0001-6946-6376)
- Jennifer Strafford Stevens (ORCID: https://orcid.org/0000-0003-4674-0314)
- Laura Germine (ORCID: https://orcid.org/0000-0001-8690-8412)
- Lauren A. McKibben (ORCID: https://orcid.org/0000-0002-7307-6677)
- Claire Pearson (ORCID: https://orcid.org/0000-0003-3810-8482)
- John P. Haran (ORCID: https://orcid.org/0000-0001-7311-1121)
- Phyllis L. Hendry (ORCID: https://orcid.org/0000-0002-4881-5159)
- Karestan C. Koenen (ORCID: https://orcid.org/0000-0003-2978-7655)
- Vince D. Calhoun (ORCID: https://orcid.org/0000-0001-9058-0747)
- Liz Albertorio-Sáez (ORCID: https://orcid.org/0000-0003-3419-5849)
- Gari D. Clifford (ORCID: https://orcid.org/0000-0002-5709-201X)
- Alana C. Conti (ORCID: https://orcid.org/0000-0003-1384-4950)
- Daniel G. Dillon (ORCID: https://orcid.org/0000-0002-1977-700X)
- Soheil Saghafi (ORCID: https://orcid.org/0000-0002-3676-5027)
- Thomas C. Neylan (ORCID: https://orcid.org/0000-0002-1572-2626)
- Robert A. Swor (ORCID: https://orcid.org/0000-0002-9379-6516)
- Samuel A. McLean (ORCID: https://orcid.org/0000-0001-9482-3582)
- Steven E. Bruce (ORCID: https://orcid.org/0000-0002-5807-4382)
- Alan B. Storrow (ORCID: https://orcid.org/0000-0002-2893-808X)
- Ronald C. Kessler (ORCID: https://orcid.org/0000-0003-4831-2305)
- Megan E. Huibregtse (ORCID: https://orcid.org/0000-0001-6311-8872)
- Xinming An
- Sarah D. Linnstaedt (ORCID: https://orcid.org/0000-0001-5295-7072)
- Seth Davin Norrholm (ORCID: https://orcid.org/0000-0002-5658-7096)
- Meredith A. Bucher (ORCID: https://orcid.org/0000-0001-7279-8136)
- Paul I. Musey (ORCID: https://orcid.org/0000-0002-5693-190X)
- Tommy Thomas
- Francesca L. Beaudoin (ORCID: https://orcid.org/0000-0002-0462-019X)
- David A. Peak
- Lisa M. Vizer (ORCID: https://orcid.org/0000-0002-4922-2275)
- Ali Bahrami Rad (ORCID: https://orcid.org/0000-0002-5654-4301)
- Brian J. O’Neil (ORCID: https://orcid.org/0000-0003-4159-9382)
- Qiao Li (ORCID: https://orcid.org/0000-0002-2575-7005)
Institutions
- University of North Carolina at Chapel Hill (US)
- Ascension (US)
- Harvard University (US)
- Emory University (US)
- Henry Ford Health System (US)
- University of Massachusetts Chan Medical School (US)
- John Brown University (US)
- Oakland University (US)
- University of California, San Francisco (US)
- Georgia State University (US)
- Wayne State University (US)
- University of Missouri–St. Louis (US)
- Brown University (US)
- University of Michigan (US)
- McLean Hospital (US)
- Detroit Receiving Hospital (US)
- University of Florida (US)
- Jacksonville University (US)
- Massachusetts General Hospital (US)
- Center for Translational Research in Neuroimaging and Data Science (US)
- St. John Hospital & Medical Center (US)
- Center for Anxiety and Depression (US)
- Indiana University School of Medicine
- Indiana University – Purdue University Indianapolis (US)
- Indiana University (US)
- Vanderbilt University Medical Center (US)
- Walter Reed Army Institute of Research (US)
- Florida College (US)
Publication Details
- Journal
- IEEE Transactions on Biomedical Engineering
- Published
- 2025-07-24
- DOI
- https://doi.org/10.1109/tbme.2025.3592009
- Primary Topic
- Sleep and Work-Related Fatigue
- Type
- article
- Field-Weighted Citation Impact
- 0.00