Forecasting intracranial hypertension using multi-scale waveform metrics

@article{Hser2019ForecastingIH,
  title={Forecasting intracranial hypertension using multi-scale waveform metrics},
  author={Matthias H{\"u}ser and A. K{\"u}ndig and W. Karlen and V. D. Luca and Martin Jaggi},
  journal={Physiological measurement},
  year={2019}
}
OBJECTIVE Acute intracranial hypertension is an important risk factor of secondary brain damage after traumatic brain injury. Hypertensive episodes are often diagnosed reactively, leading to late detection and lost time for intervention planning. A pro-active approach that predicts critical events several hours ahead of time could assist in directing attention to patients at risk. APPROACH We developed a prediction framework that forecasts onsets of acute intracranial hypertension in the next… Expand
3 Citations

References

SHOWING 1-10 OF 77 REFERENCES
Forecasting intracranial pressure elevation using pulse waveform morphology
  • R. Hamilton, P. Xu, +4 authors X. Hu
  • Medicine
  • 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society
  • 2009
  • 31
  • PDF
Detection of Intracranial Hypertension using Deep Learning
  • 11
Predicting secondary insults after severe traumatic brain injury
  • 13
Trending autoregulatory indices during treatment for traumatic brain injury
  • 21
Toward learning intracranial hypertension through physiological features: A statistical and machine learning approach
  • 4
Intracranial hypertension prediction using extremely randomized decision trees.
  • 28
Predicting Intracranial Pressure and Brain Tissue Oxygen Crises in Patients With Severe Traumatic Brain Injury
  • 17
Online ICP forecast for patients with traumatic brain injury
  • 1
A clinical prediction model for raised intracranial pressure in patients with traumatic brain injuries
  • 4
...
1
2
3
4
5
...