Quantification of injury-related EEG signal changes using distance measures

被引：23

作者：

Kong, X ^{[1
]}

Brambrink, A

Hanley, DF

Thakor, NV

机构：

[1] No Illinois Univ, Dept Elect Engn, De Kalb, IL 60115 USA

[2] Johns Hopkins Sch Med, Dept Anesthesiol & Crit Care Med, Baltimore, MD 21205 USA

[3] Johns Hopkins Sch Med, Dept Neurol, Baltimore, MD 21205 USA

[4] Johns Hopkins Sch Med, Dept Biomed Engn, Baltimore, MD 21205 USA

来源：

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING | 1999年 / 46卷 / 07期

关键词：

brain injury detection; distance measures; electroencephalogram (EEG) analysis; hypoxic injury;

D O I：

10.1109/10.771208

中图分类号：

R318 [生物医学工程];

学科分类号：

0831 ;

摘要：

Novel indicators based on distance measures are developed and compared to quantify changes in electroencephalogram signal resulting from hypoxic-asphyxic injury. An injury index is derived based on the measures, The Itakura distance-based index is found to have the highest correlation with the long-term outcome as measured by the neurological deficit scores.

引用

页码：899 / 901

页数：3

共 9 条

[1] FEATURE EXTRACTION FROM ELECTROENCEPHALOGRAM BY ADAPTIVE SEGMENTATION [J].

BODENSTEIN, G ;

PRAETORIUS, HM .

PROCEEDINGS OF THE IEEE, 1977, 65 (05) :642-652

[2]

DASILVA FL, 1976, CEAN COMPUTERISED EE, P180

[3] Dominant frequency analysis of EEG reveals brain's response during injury and recovery [J].

Goel, V ;

Brambrink, AM ;

Baykal, A ;

Koehler, RC ;

Hanley, DF ;

Thakor, NV .

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1996, 43 (11) :1083-1092

[4] COMPUTER-ANALYSIS OF EEG SIGNALS WITH PARAMETRIC MODELS [J].

ISAKSSON, A ;

WENNBERG, A ;

ZETTERBERG, LH .

PROCEEDINGS OF THE IEEE, 1981, 69 (04) :451-461

[5]

KONG X, 1998, QUANTIFICATION INJUR

[6] AUTOMATED EEG PROCESSING FOR INTRA-OPERATIVE MONITORING - A COMPARISON OF TECHNIQUES [J].

LEVY, WJ ;

SHAPIRO, HM ;

MARUCHAK, G ;

MEATHE, E .

ANESTHESIOLOGY, 1980, 53 (03) :223-236

[7]

MCPHERSON RW, 1987, PROGR NEUROLOGICAL S, V12, P146

[8]

Proakis JG., 1996, Digital signal processing, V3

[9]

ZETTERBERG L H, 1969, Mathematical Biosciences, V5, P227, DOI 10.1016/0025-5564(69)90044-3

← 1 →