Physiological complexity of acute traumatic brain injury in patients treated with a brain oxygen protocol: Utility of symbolic regression in predictive modeling of a dynamical system

Journal of Neurotrauma

Volumn 31, Issue 7, 2014, Pages 630-641

  Narotam, Pradeep K ^a,f   Morrison, John F ^b,f   Schmidt, Michael D ^c,d   Nathoo, Narendra ^e,f  

^a Union Hospital   (United States)

^b Brown University Program in Neurosurgery   (United States)

^c Nutonian Inc   (United States)

^d School of Operations Research and Industrial Engineering   (United States)

^e The Medical Center   (United States)

^f CREIGHTON UNIVERSITY MEDICAL CENTER   (United States)

Author keywords

Brain oxygen; Complexity science; Intracranial pressure, symbolic regression in biologic systems; Traumatic brain injury

Indexed keywords

ADULT; ARTICLE; BRAIN DEATH; BRAIN HEMORRHAGE; BRAIN OXYGEN PROTOCOL; BRAIN PERFUSION; BRAIN TEMPERATURE; BRAIN TISSUE; CLINICAL ARTICLE; CLINICAL PROTOCOL; CONTROLLED STUDY; CRANIOTOMY; FEMALE; FRACTION OF INSPIRED OXYGEN; GLASGOW COMA SCALE; GUNSHOT INJURY; HOSPITAL DISCHARGE; HUMAN; INTRACRANIAL PRESSURE; MALE; MEAN ARTERIAL PRESSURE; MORTALITY; NERVOUS SYSTEM PARAMETERS; OXYGEN THERAPY; PARTIAL PRESSURE OF OXYGEN; PARTIAL PRESSURE OF OXYGEN IN BRAIN TISSUE; PREDICTION; REGRESSION ANALYSIS; SUBARACHNOID HEMORRHAGE; SUBDURAL HEMATOMA; SYMBOLIC REGRESSION; SYSTOLIC BLOOD PRESSURE; TRAFFIC ACCIDENT; TRAUMATIC BRAIN INJURY; TREATMENT OUTCOME;

ADULT; ALGORITHMS; BRAIN; BRAIN INJURIES; FEMALE; HUMANS; INTRACRANIAL PRESSURE; MALE; MIDDLE AGED; MODELS, NEUROLOGICAL; OXYGEN;

EID: 84896907651     PISSN: 08977151     EISSN: 15579042     Source Type: Journal    
DOI: 10.1089/neu.2013.3104     Document Type: Article

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