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Smartphone Keystroke Biomarkers as Predictors of Adverse Neuropsychiatric Sequelae After Trauma in Trauma Survivors: Prospective Observational Cohort Study.

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Title: Smartphone Keystroke Biomarkers as Predictors of Adverse Neuropsychiatric Sequelae After Trauma in Trauma Survivors: Prospective Observational Cohort Study.
Authors: Short NA; Department of Psychology, University of Nevada, Las Vegas, Las Vegas, NV, United States., An X; Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States., Ji Y; Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States., Li Q; Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States., Neylan TC; Department of Psychiatry, University of California, San Francisco, San Francisco, CA, United States.; Department of Neurology, University of California, San Francisco, San Francisco, CA, United States., Clifford GD; Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, United States., House SL; Department of Emergency Medicine, Washington University in St. Louis, St. Louis, MO, United States., Beaudoin FL; Department of Epidemiology, Brown University, Providence, RI, United States., Stevens JS; Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, United States., Linnstaedt SD; Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States., Germine LT; Department of Psychiatry, McLean Hospital, Belmont, MA, United States., Haran JP; Department of Emergency Medicine, University of Massachusetts Chan Medical School, Worcester, MA, United States., Storrow AB; Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, TN, United States., Lewandowski C; Department of Emergency Medicine, Henry Ford Health System, Detroit, MI, United States., Musey PI Jr; Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis, IN, United States., Hendry PL; Department of Emergency Medicine, University of Florida, Jacksonville, FL, United States., Sheikh S; Department of Emergency Medicine, University of Florida, Jacksonville, FL, United States., Jones CW; Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, SC, United States., Punches BE; Department of Emergency Medicine, The Ohio State University, Columbus, OH, United States., Pascual JL; Department of Surgery, University of Pennsylvania, Philadelphia, PA, United States., Seamon MJ; Department of Surgery, University of Pennsylvania, Philadelphia, PA, United States., Harris E; Department of Emergency Medicine, Einstein Medical Center Philadelphia, Philadelphia, PA, United States., Pearson C; Department of Emergency Medicine, Wayne State University, Detroit, MI, United States., Merchant RC; Department of Emergency Medicine, Brigham and Women's Hospital, Boston, MA, United States., Domeier RM; Department of Emergency Medicine, Trinity Health Ann Arbor Hospital, Ypsilanti, MI, United States., Rathlev NK; Department of Emergency Medicine, University of Massachusetts Chan Medical School, Springfield, MA, United States., O'Neil BJ; Department of Emergency Medicine, Wayne State University, Detroit, MI, United States., Sergot P; Department of Emergency Medicine, The University of Texas, Houston, TX, United States., Sanchez LD; Department of Emergency Medicine, Brigham and Women's Hospital, Boston, MA, United States., Bruce SE; Department of Psychological Sciences, University of Missouri-St. Louis, St. Louis, MO, United States., Kessler RC; Department of Epidemiology, Harvard University, Boston, MA, United States., Koenen KC; Department of Epidemiology, Harvard University, Boston, MA, United States., Ressler KJ; Department of Psychiatry, McLean Hospital, Belmont, MA, United States., McLean SA; Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.
Source: Journal of medical Internet research [J Med Internet Res] 2026 Jun 01; Vol. 28, pp. e73771. Date of Electronic Publication: 2026 Jun 01.
Publication Type: Journal Article; Observational Study
Journal Info: Publisher: JMIR Publications Country of Publication: Canada NLM ID: 100959882 Publication Model: Electronic Cited Medium: Internet ISSN: 1438-8871 (Electronic) Linking ISSN: 14388871 NLM ISO Abbreviation: J Med Internet Res Subsets: MEDLINE
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Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, SC, United States.<br /><searchLink fieldCode="AU" term="%22Punches+BE%22">Punches BE</searchLink>; Department of Emergency Medicine, The Ohio State University, Columbus, OH, United States.<br /><searchLink fieldCode="AU" term="%22Pascual+JL%22">Pascual JL</searchLink>; Department of Surgery, University of Pennsylvania, Philadelphia, PA, United States.<br /><searchLink fieldCode="AU" term="%22Seamon+MJ%22">Seamon MJ</searchLink>; Department of Surgery, University of Pennsylvania, Philadelphia, PA, United States.<br /><searchLink fieldCode="AU" term="%22Harris+E%22">Harris E</searchLink>; Department of Emergency Medicine, Einstein Medical Center Philadelphia, Philadelphia, PA, United States.<br /><searchLink fieldCode="AU" term="%22Pearson+C%22">Pearson C</searchLink>; Department of Emergency Medicine, Wayne State University, Detroit, MI, United States.<br /><searchLink fieldCode="AU" term="%22Merchant+RC%22">Merchant RC</searchLink>; Department of Emergency Medicine, Brigham and Women's Hospital, Boston, MA, United States.<br /><searchLink fieldCode="AU" term="%22Domeier+RM%22">Domeier RM</searchLink>; Department of Emergency Medicine, Trinity Health Ann Arbor Hospital, Ypsilanti, MI, United States.<br /><searchLink fieldCode="AU" term="%22Rathlev+NK%22">Rathlev NK</searchLink>; Department of Emergency Medicine, University of Massachusetts Chan Medical School, Springfield, MA, United States.<br /><searchLink fieldCode="AU" term="%22O'Neil+BJ%22">O'Neil BJ</searchLink>; Department of Emergency Medicine, Wayne State University, Detroit, MI, United States.<br /><searchLink fieldCode="AU" term="%22Sergot+P%22">Sergot P</searchLink>; Department of Emergency Medicine, The University of Texas, Houston, TX, United States.<br /><searchLink fieldCode="AU" term="%22Sanchez+LD%22">Sanchez LD</searchLink>; Department of Emergency Medicine, Brigham and Women's Hospital, Boston, MA, United States.<br /><searchLink fieldCode="AU" term="%22Bruce+SE%22">Bruce SE</searchLink>; Department of Psychological Sciences, University of Missouri-St. Louis, St. Louis, MO, United States.<br /><searchLink fieldCode="AU" term="%22Kessler+RC%22">Kessler RC</searchLink>; Department of Epidemiology, Harvard University, Boston, MA, United States.<br /><searchLink fieldCode="AU" term="%22Koenen+KC%22">Koenen KC</searchLink>; Department of Epidemiology, Harvard University, Boston, MA, United States.<br /><searchLink fieldCode="AU" term="%22Ressler+KJ%22">Ressler KJ</searchLink>; Department of Psychiatry, McLean Hospital, Belmont, MA, United States.<br /><searchLink fieldCode="AU" term="%22McLean+SA%22">McLean SA</searchLink>; Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.
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