Title :
Calibrating an intracranial pressure dynamics model with clinical data - a progress report
Author :
Wakeland, W. ; McNames, J. ; Goldstein, B.
Author_Institution :
Portland State Univ., OR, USA
Abstract :
We describe the calibration of a computer model of intracranial pressure (ICP) dynamics to correspond with annotated clinical data taken from a patient being treated for elevated ICP due to a traumatic brain injury. The research protocol employed during treatment includes adjusting the elevation of the head of the bed, adjusting the ventilator settings to induce mild hyperventilation and hypoventilation, and adjusting the height of the cerebrospinal fluid drainage system. The model behavior corresponds to the experimental data quite well in the case of the changing the head of the bed, but less well in the case of changing the ventilator settings.
Keywords :
blood pressure measurement; brain; calibration; physiological models; ventilation; annotated clinical data; calibration; cerebrospinal fluid drainage system; hyperventilation; hypoventilation; intracranial pressure dynamics model; traumatic brain injury; Biomedical computing; Brain injuries; Brain modeling; Calibration; Cranial pressure; Data acquisition; Laboratories; Medical treatment; Pediatrics; Protocols; annotated clinical data; dynamic modeling; intracranial pressure (ICP); traumatic brain injury (TBI);
Conference_Titel :
Engineering in Medicine and Biology Society, 2004. IEMBS '04. 26th Annual International Conference of the IEEE
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-8439-3
DOI :
10.1109/IEMBS.2004.1403266