A machine learning approach to identify functional biomarkers in human prefrontal cortex for individuals with traumatic brain injury using functional near‐infrared spectroscopy

BACKGROUND: We have explored the potential prefrontal hemodynamic biomarkers to characterize subjects with Traumatic Brain Injury (TBI) by employing the multivariate machine learning approach and introducing a novel task‐related hemodynamic response detection followed by a heuristic search for optim...

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Bibliographische Detailangaben
Veröffentlicht in:Brain Behav
Hauptverfasser: Karamzadeh, Nader, Amyot, Franck, Kenney, Kimbra, Anderson, Afrouz, Chowdhry, Fatima, Dashtestani, Hadis, Wassermann, Eric M., Chernomordik, Victor, Boccara, Claude, Wegman, Edward, Diaz‐Arrastia, Ramon, Gandjbakhche, Amir H.
Format: Artigo
Sprache:Inglês
Veröffentlicht: John Wiley and Sons Inc. 2016
Schlagworte:
Original Research
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5102640/
https://ncbi.nlm.nih.gov/pubmed/27843695
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/brb3.541
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