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Early Predictors of Long-Term Outcomes in Pediatric "Mild" Traumatic Brain Injury: A Machine Learning Approach.

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Title: Early Predictors of Long-Term Outcomes in Pediatric "Mild" Traumatic Brain Injury: A Machine Learning Approach.
Authors: Nathaniel U; The Mind Research Network/Lovelace Biomedical Research Institute, Albuquerque, New Mexico, USA., Erhardt EB; Departments of Mathematics and Statistics, University of New Mexico, Albuquerque, New Mexico, USA., Sasi Kumar D; The Mind Research Network/Lovelace Biomedical Research Institute, Albuquerque, New Mexico, USA., Wu J; The Mind Research Network/Lovelace Biomedical Research Institute, Albuquerque, New Mexico, USA., Miller SD; The Mind Research Network/Lovelace Biomedical Research Institute, Albuquerque, New Mexico, USA., Chauhan P; The Mind Research Network/Lovelace Biomedical Research Institute, Albuquerque, New Mexico, USA., Keskin R; Physical Medicine & Rehabilitation, University of New Mexico, Albuquerque, New Mexico, USA., Wick TV; The Mind Research Network/Lovelace Biomedical Research Institute, Albuquerque, New Mexico, USA., Yeates KO; Department of Psychology, University of Calgary, Calgary, Alberta, Canada.; Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Alberta, Canada.; Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada., Master CL; Departments of Pediatrics and Orthopaedic Surgery, University of Pennsylvania Perelman School of Medicine, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA., Meier TB; Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA.; Cell Biology, Neurobiology, and Anatomy, Medical College of Wisconsin, Milwaukee, Wisconsin, USA.; Biomedical Engineering, Medical College of Wisconsin, Milwaukee, Wisconsin, USA., van der Horn HJ; The Mind Research Network/Lovelace Biomedical Research Institute, Albuquerque, New Mexico, USA.; University of Groningen, University Medical Center Groningen, Groningen, the Netherlands., Quinn DK; Psychiatry and Behavioral Science, University of New Mexico, Albuquerque, New Mexico, USA., Davis WA; Orthopedics and Rehabilitation, University of New Mexico, Albuquerque, New Mexico, USA., Phillips JP; The Mind Research Network/Lovelace Biomedical Research Institute, Albuquerque, New Mexico, USA.; Neurology, University of New Mexico, Albuquerque, New Mexico, USA., Sapien RE; Emergency Medicine, University of New Mexico, Albuquerque, New Mexico, USA., Mayer AR; The Mind Research Network/Lovelace Biomedical Research Institute, Albuquerque, New Mexico, USA.; Psychology, University of New Mexico, Albuquerque, New Mexico, USA.
Source: Journal of neurotrauma [J Neurotrauma] 2026 Apr 17, pp. 8977151261442218. Date of Electronic Publication: 2026 Apr 17.
Publication Type: Journal Article
Journal Info: Publisher: Mary Ann Liebert Country of Publication: United States NLM ID: 8811626 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1557-9042 (Electronic) Linking ISSN: 08977151 NLM ISO Abbreviation: J Neurotrauma Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Early Predictors of Long-Term Outcomes in Pediatric "Mild" Traumatic Brain Injury: A Machine Learning Approach.
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  Data: <searchLink fieldCode="AU" term="%22Nathaniel+U%22">Nathaniel U</searchLink>; The Mind Research Network/Lovelace Biomedical Research Institute, Albuquerque, New Mexico, USA.<br /><searchLink fieldCode="AU" term="%22Erhardt+EB%22">Erhardt EB</searchLink>; Departments of Mathematics and Statistics, University of New Mexico, Albuquerque, New Mexico, USA.<br /><searchLink fieldCode="AU" term="%22Sasi+Kumar+D%22">Sasi Kumar D</searchLink>; The Mind Research Network/Lovelace Biomedical Research Institute, Albuquerque, New Mexico, USA.<br /><searchLink fieldCode="AU" term="%22Wu+J%22">Wu J</searchLink>; The Mind Research Network/Lovelace Biomedical Research Institute, Albuquerque, New Mexico, USA.<br /><searchLink fieldCode="AU" term="%22Miller+SD%22">Miller SD</searchLink>; The Mind Research Network/Lovelace Biomedical Research Institute, Albuquerque, New Mexico, USA.<br /><searchLink fieldCode="AU" term="%22Chauhan+P%22">Chauhan P</searchLink>; The Mind Research Network/Lovelace Biomedical Research Institute, Albuquerque, New Mexico, USA.<br /><searchLink fieldCode="AU" term="%22Keskin+R%22">Keskin R</searchLink>; Physical Medicine & Rehabilitation, University of New Mexico, Albuquerque, New Mexico, USA.<br /><searchLink fieldCode="AU" term="%22Wick+TV%22">Wick TV</searchLink>; The Mind Research Network/Lovelace Biomedical Research Institute, Albuquerque, New Mexico, USA.<br /><searchLink fieldCode="AU" term="%22Yeates+KO%22">Yeates KO</searchLink>; Department of Psychology, University of Calgary, Calgary, Alberta, Canada.; Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Alberta, Canada.; Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada.<br /><searchLink fieldCode="AU" term="%22Master+CL%22">Master CL</searchLink>; Departments of Pediatrics and Orthopaedic Surgery, University of Pennsylvania Perelman School of Medicine, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.<br /><searchLink fieldCode="AU" term="%22Meier+TB%22">Meier TB</searchLink>; Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA.; Cell Biology, Neurobiology, and Anatomy, Medical College of Wisconsin, Milwaukee, Wisconsin, USA.; Biomedical Engineering, Medical College of Wisconsin, Milwaukee, Wisconsin, USA.<br /><searchLink fieldCode="AU" term="%22van+der+Horn+HJ%22">van der Horn HJ</searchLink>; The Mind Research Network/Lovelace Biomedical Research Institute, Albuquerque, New Mexico, USA.; University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.<br /><searchLink fieldCode="AU" term="%22Quinn+DK%22">Quinn DK</searchLink>; Psychiatry and Behavioral Science, University of New Mexico, Albuquerque, New Mexico, USA.<br /><searchLink fieldCode="AU" term="%22Davis+WA%22">Davis WA</searchLink>; Orthopedics and Rehabilitation, University of New Mexico, Albuquerque, New Mexico, USA.<br /><searchLink fieldCode="AU" term="%22Phillips+JP%22">Phillips JP</searchLink>; The Mind Research Network/Lovelace Biomedical Research Institute, Albuquerque, New Mexico, USA.; Neurology, University of New Mexico, Albuquerque, New Mexico, USA.<br /><searchLink fieldCode="AU" term="%22Sapien+RE%22">Sapien RE</searchLink>; Emergency Medicine, University of New Mexico, Albuquerque, New Mexico, USA.<br /><searchLink fieldCode="AU" term="%22Mayer+AR%22">Mayer AR</searchLink>; The Mind Research Network/Lovelace Biomedical Research Institute, Albuquerque, New Mexico, USA.; Psychology, University of New Mexico, Albuquerque, New Mexico, USA.
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  Data: <searchLink fieldCode="JN" term="%228811626%22">Journal of neurotrauma</searchLink> [J Neurotrauma] 2026 Apr 17, pp. 8977151261442218. <i>Date of Electronic Publication: </i>2026 Apr 17.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Mary+Ann+Liebert%22">Mary Ann Liebert </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>8811626 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1557-9042 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2208977151%22">08977151 </searchLink><i>NLM ISO Abbreviation: </i>J Neurotrauma <i>Subsets: </i>MEDLINE
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