Title :
Morphological landmark detection in arterial blood pressure and intracranial pressure: Preliminary procedures for intracranial pressure waveform analysis
Author :
Eun-Jin Jeong ; Hakseung Kim ; Xiao ke Yang ; Hack-Jin Lee ; Park, Dae-Hyeon ; Young-Tak Kim ; Dong-Joo Kim
Author_Institution :
Dept. of Biomed. Eng., Korea Univ., Seoul, South Korea
Abstract :
Intracranial hypertension of patients with traumatic brain injury (TBI) is fatal. Quick and appropriate control of intracranial pressure (ICP) are highly related to the outcomes of patients. One way to observe and/or predict the elevation of ICP is morphological analysis of ICP pulse waveforms. In order to investigate the shape of ICP pulse in a beat-by-beat fashion, the major landmarks were detected by the algorithms in this study. ICP recordings extracted from five TBI patients were used for analysis. Three landmarks, peak, trough and flat, were identified. The algorithm successfully detected landmarks in both of ABP and ICP pulses. The landmarks found by this method can be applied to examine the morphological characteristics of ICP pulse waveforms.
Keywords :
blood; blood vessels; brain; diseases; feature extraction; injuries; medical signal processing; neurophysiology; waveform analysis; ICP pulse waveforms; ICP recording extraction; arterial blood pressure; beat-by-beat fashion; intracranial hypertension; intracranial pressure; intracranial pressure waveform analysis; morphological analysis; morphological landmark detection; traumatic brain injury; Algorithm design and analysis; Arterial blood pressure; Biomedical monitoring; Iterative closest point algorithm; Monitoring; Morphology; Neurosurgery; Intracranial pressure; landmark detection; morphological pulse analysis;
Conference_Titel :
Brain-Computer Interface (BCI), 2015 3rd International Winter Conference on
Conference_Location :
Sabuk
Print_ISBN :
978-1-4799-7494-8
DOI :
10.1109/IWW-BCI.2015.7073049