Automatic classification algorithms of the EEG monitor Narcotrend for routinely recorded EEG data from general anaesthesia: A validation study

Biomedizinische Technik

Volumn 47, Issue 1-2, 2002, Pages 9-13

  Schultz, Barbara ^a   Grouven, U ^a   Schultz, A ^a  

^a HANNOVER MEDICAL SCHOOL   (Germany)

Author keywords

Automatic EEG classification; Depth of hypnosis; EEG monitoring; Narcotrend

Indexed keywords

ALGORITHMS; BRAIN; CORRELATION METHODS; ELECTROENCEPHALOGRAPHY;

ANASTHESIA;

DRUG DOSAGE;

HYPNOTIC AGENT;

ALGORITHM; ANESTHESIA LEVEL; ARTICLE; AUTOMATION; CORRELATION ANALYSIS; DATA ANALYSIS; ELECTROENCEPHALOGRAM; GENERAL ANESTHESIA; HYPNOSIS; MONITOR; VALIDATION PROCESS;

EID: 0036119774     PISSN: 00135585     EISSN: None     Source Type: Journal    
DOI: 10.1515/bmte.2002.47.1-2.9     Document Type: Article

References (18)

1. The use of electroencephalography to measure recovery time after intravenous anaesthesia
2. Plasma concentration and EEG after various regimens of etomidate
3. Pharmacodynamics of propofol in a new solvent
4. Visual EEG analysis to measure depth of anesthesia. Comparison with an automatic classification
5. A comparison of median frequency, spectral edge frequency, a frequency band power ratio, total power, and dominance shift in the determination of depth of anaesthesia
6. Comparison between the results of an automatic and a visual scoring of sleep EEG recordings
7. Neuromonitoring in the operating room: Why, when, and how to monitor?
8. Assessment of anaesthesia depth
9. On the reliabilities of clinical EEG interpretation
10. Intraoperative EEG patterns: Implications for EEG monitoring
11. Intra-rater reliability of EEG interpretations
12. Inter-rater reliability and the role of experience in scoring EEG sleep records: Phase 1
13. SEF90, SEF95 and the median do not discriminate deep EEG stages during propofol/remifentanil anaesthesia
14. Sleeping stage based systems (Narcotrend)
15. Spectral edge frequency of the electroencephalogram to monitor "depth" of anaesthesia with isoflurane or propofol
16. Quantitative EEG analysis during anaesthesia with isoflurane in nitrous oxide at 1.3 and 1.5 MAC
17. Measuring the performance of anesthetic depth indicators