Utilization of temporal information for intracranial pressure development trend forecasting in traumatic brain injury.
Objective. Our primary objective is to demonstrate and statistically justify that forecasting models that utilize temporal information of the historical readings of ICP and related parameters are superior, in terms of performance, compared with models that do not make use of temporal information.
Institute for Infocomm Research, Singapore. mfeng@i2r.a-star.edu.sg
Mengling
M
Feng
Zhuo
Z
Zhang
Cuntai
C
Guan
David R
DR
Hardoon
Nicolas Kon Kam
NK
King
Boon Chuan
BC
Pang
Beng Ti
BT
Ang
D000465:Algorithms; D001930:Brain Injuries / Q000503:physiopathology*; D006801:Humans; D007427:Intracranial Pressure / Q000502:physiology*; D008991:Monitoring, Physiologic; D013997:Time Factors