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Optimizing pediatric "Mild" traumatic brain injury assessments: A multi-domain random forest analysis of diagnosis and outcomes.

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Title: Optimizing pediatric "Mild" traumatic brain injury assessments: A multi-domain random forest analysis of diagnosis and outcomes.
Authors: Nathaniel U; The Mind Research Network/Lovelace Biomedical Research Institute, Albuquerque, NM 87106, USA., Erhardt EB; Department of Mathematics and Statistics, University of New Mexico, Albuquerque, NM 87131, USA., Kumar DS; The Mind Research Network/Lovelace Biomedical Research Institute, Albuquerque, NM 87106, USA., Wu J; The Mind Research Network/Lovelace Biomedical Research Institute, Albuquerque, NM 87106, USA., Miller SD; The Mind Research Network/Lovelace Biomedical Research Institute, Albuquerque, NM 87106, USA., Chauhan P; The Mind Research Network/Lovelace Biomedical Research Institute, Albuquerque, NM 87106, USA., Keskin R; Department of Physical Medicine & Rehabilitation, University of New Mexico, Albuquerque, NM 87131, , USA., Wick TV; The Mind Research Network/Lovelace Biomedical Research Institute, Albuquerque, NM 87106, 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., Meier TB; Neurosurgery, Medical College of Wisconsin, Milwaukee, WI 53226, USA.; Cell Biology, Neurobiology and Anatomy, Medical College of Wisconsin, Milwaukee, WI 53226, USA.; Biomedical Engineering, Medical College of Wisconsin, Milwaukee, WI 53226, USA., van der Horn HJ; The Mind Research Network/Lovelace Biomedical Research Institute, Albuquerque, NM 87106, USA.; University of Groningen, University Medical Center Groningen, Groningen, the Netherlands., Phillips JP; The Mind Research Network/Lovelace Biomedical Research Institute, Albuquerque, NM 87106, USA.; Department of Neurology, University of New Mexico, Albuquerque, NM 87131, USA., Campbell RA; Department of Psychiatry & Behavioral Sciences, University of New Mexico, Albuquerque, NM 87131., Sapien RE; Department of Emergency Medicine, University of New Mexico, Albuquerque, NM 87131, USA., Mayer AR; The Mind Research Network/Lovelace Biomedical Research Institute, Albuquerque, NM 87106, USA.; Department of Neurology, University of New Mexico, Albuquerque, NM 87131, USA.; Department of Psychology, University of New Mexico, Albuquerque, NM 87131, USA.
Source: International journal of clinical and health psychology : IJCHP [Int J Clin Health Psychol] 2025 Jul-Sep; Vol. 25 (3), pp. 100600. Date of Electronic Publication: 2025 Jun 27.
Publication Type: Journal Article
Journal Info: Publisher: Asociacion Espanola de Psicologia Conductual Country of Publication: Spain NLM ID: 101237969 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2174-0852 (Electronic) Linking ISSN: 16972600 NLM ISO Abbreviation: Int J Clin Health Psychol Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Optimizing pediatric "Mild" traumatic brain injury assessments: A multi-domain random forest analysis of diagnosis and outcomes.
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  Data: <searchLink fieldCode="AU" term="%22Nathaniel+U%22">Nathaniel U</searchLink>; The Mind Research Network/Lovelace Biomedical Research Institute, Albuquerque, NM 87106, USA.<br /><searchLink fieldCode="AU" term="%22Erhardt+EB%22">Erhardt EB</searchLink>; Department of Mathematics and Statistics, University of New Mexico, Albuquerque, NM 87131, USA.<br /><searchLink fieldCode="AU" term="%22Kumar+DS%22">Kumar DS</searchLink>; The Mind Research Network/Lovelace Biomedical Research Institute, Albuquerque, NM 87106, USA.<br /><searchLink fieldCode="AU" term="%22Wu+J%22">Wu J</searchLink>; The Mind Research Network/Lovelace Biomedical Research Institute, Albuquerque, NM 87106, USA.<br /><searchLink fieldCode="AU" term="%22Miller+SD%22">Miller SD</searchLink>; The Mind Research Network/Lovelace Biomedical Research Institute, Albuquerque, NM 87106, USA.<br /><searchLink fieldCode="AU" term="%22Chauhan+P%22">Chauhan P</searchLink>; The Mind Research Network/Lovelace Biomedical Research Institute, Albuquerque, NM 87106, USA.<br /><searchLink fieldCode="AU" term="%22Keskin+R%22">Keskin R</searchLink>; Department of Physical Medicine & Rehabilitation, University of New Mexico, Albuquerque, NM 87131, , USA.<br /><searchLink fieldCode="AU" term="%22Wick+TV%22">Wick TV</searchLink>; The Mind Research Network/Lovelace Biomedical Research Institute, Albuquerque, NM 87106, 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="%22Meier+TB%22">Meier TB</searchLink>; Neurosurgery, Medical College of Wisconsin, Milwaukee, WI 53226, USA.; Cell Biology, Neurobiology and Anatomy, Medical College of Wisconsin, Milwaukee, WI 53226, USA.; Biomedical Engineering, Medical College of Wisconsin, Milwaukee, WI 53226, 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, NM 87106, USA.; University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.<br /><searchLink fieldCode="AU" term="%22Phillips+JP%22">Phillips JP</searchLink>; The Mind Research Network/Lovelace Biomedical Research Institute, Albuquerque, NM 87106, USA.; Department of Neurology, University of New Mexico, Albuquerque, NM 87131, USA.<br /><searchLink fieldCode="AU" term="%22Campbell+RA%22">Campbell RA</searchLink>; Department of Psychiatry & Behavioral Sciences, University of New Mexico, Albuquerque, NM 87131.<br /><searchLink fieldCode="AU" term="%22Sapien+RE%22">Sapien RE</searchLink>; Department of Emergency Medicine, University of New Mexico, Albuquerque, NM 87131, USA.<br /><searchLink fieldCode="AU" term="%22Mayer+AR%22">Mayer AR</searchLink>; The Mind Research Network/Lovelace Biomedical Research Institute, Albuquerque, NM 87106, USA.; Department of Neurology, University of New Mexico, Albuquerque, NM 87131, USA.; Department of Psychology, University of New Mexico, Albuquerque, NM 87131, USA.
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  Data: <searchLink fieldCode="JN" term="%22101237969%22">International journal of clinical and health psychology : IJCHP</searchLink> [Int J Clin Health Psychol] 2025 Jul-Sep; Vol. 25 (3), pp. 100600. <i>Date of Electronic Publication: </i>2025 Jun 27.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Asociacion+Espanola+de+Psicologia+Conductual%22">Asociacion Espanola de Psicologia Conductual </searchLink><i>Country of Publication: </i>Spain <i>NLM ID: </i>101237969 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2174-0852 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2216972600%22">16972600 </searchLink><i>NLM ISO Abbreviation: </i>Int J Clin Health Psychol <i>Subsets: </i>PubMed not MEDLINE
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        Value: 10.1016/j.ijchp.2025.100600
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              Text: 2025 Jul-Sep
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