A Multi-State Fuzzy Categorical Model for Military and Civilian Traumatic Brain Injury
نویسندگان
چکیده
Many traumatic brain injury (TBI) cases go undetected and untreated indefinitely during and post deployment, putting soldiers at risk and linked with significant long-term psychological disorders, disabilities, and economic burdens. Existence and severity are assessed via a range of initial subjective screenings in the field and subsequent cognitive and neurological assessments as a soldier returns to base, is discharged, and returns home. We describe a longitudinal fuzzy prediction model to categorize soldiers into one of four health states – no, mild, moderate, or severe TBI – using all assessment data available at any point in time and discuss preliminary performance results.
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تاریخ انتشار 2009