A Multi-State Fuzzy Categorical Model for Military and Civilian Traumatic Brain Injury

نویسندگان

  • Hande Musdal
  • James C. Benneyan
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.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A patient with a traumatic brain injury due to barrel bomb tertiary blast effect

 Preparing to manage weapons of mass destruction events challenges emergency services systems neighboring Syria every day. Understanding injury from explosives is essential for all providers of emergency care in both civilian and military settings. In this case, the authors present a 22-year-old man who was admitted to the emergency department with displaced skull fracture, epidural hemorrhage ...

متن کامل

Biomechanical analysis of blast-induced traumatic brain injury

  Purpose: Blast-induced traumatic brain injury (bTBI) is one of the causes of death or permanent   invalidity which can occur unexpectedly in both military and civilian populations. This study   set out to conduct a combined Eulerian-Lagrangian computational analysis of the interaction   between a single planar blast wave and a human head in order to assess the extent of intracranial   shock w...

متن کامل

Military traumatic brain injury: A review

Military mild traumatic brain injury (mTBI) differs from civilian injury in important ways. Although mTBI sustained in both military and civilian settings are likely to be underreported, the combat theater presents additional obstacles to reporting and accessing care. The impact of blast forces on the nervous system may differ from nonblast mechanisms, mTBI although studies comparing the neurol...

متن کامل

Community-integrated brain injury rehabilitation: Treatment models and challenges for civilian, military, and veteran populations.

Traumatic brain injury (TBI) is a major health problem in civilian, military, and veteran populations. Individuals experiencing moderate to severe TBI require a continuum of care involving acute hospitalization and postacute rehabilitation, including community reintegration and, one would hope, a return home to function as a productive member of the community. In the military, the goal is to he...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2009