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Signal processing in prolonged EEG recordings during intensive care.

Mark van Gils 1 Annelise Rosenfalck 2 Steven White 3 Pamela Prior 3 John Gade 2, 4 Lotfi Senhadji 5 Carsten Thomsen 6 I. Robert Ghosh 3 Richard Langford 7 Kjeld Jensen 8
1 VTT Information technology
2 Departement of medical informatics and image analysis
3 Departement of clinical neurophysiology
4 Judex Datasystemer A/S
5 LTSI - Laboratoire Traitement du Signal et de l'Image
6 Departement of oral function and physiology
7 Anaesthetics laboratory
8 Departement of anaesthesiology
Abstract : Methods for analyzing and displaying EEG signals are discussed. The increasing availability and affordability of powerful computer equipment makes possible the use of ever more sophisticated signal processing techniques, which extract relevant (but not readily discernible) information from long-term EEG recordings and can easily identify important features in the EEG. Whether these techniques are actually taken up in clinical practice is heavily dependent on how well they match clinical requirements. This article concentrates on requirements set in the context of long-term recordings in the ICU that demand the ability to process short-term discrete events as well as long-term trend information. A huge range of potentially useful signal processing techniques exists. This article illustrates the value of some of these techniques for ICU signals using the EEG recordings collected during the IMPROVE project
Keywords : data recording electroencephalography medical signal processing patient care ICU IMPROVE data library IMPROVE project intensive care long-term recordings long-term trend information prolonged EEG recordings relevant information extraction short-term discrete events
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Journal articles
Complete list of metadatas
https://www.hal.inserm.fr/inserm-00130051
Contributor : Lotfi Senhadji <>
Submitted on : Tuesday, April 3, 2007 - 6:03:16 PM
Last modification on : Wednesday, June 12, 2019 - 3:30:02 PM

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LTSI | UNIV-RENNES1 | UNIV-RENNES

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Mark van Gils, Annelise Rosenfalck, Steven White, Pamela Prior, John Gade, et al.. Signal processing in prolonged EEG recordings during intensive care.. IEEE Engineering in Medicine and Biology Magazine, Institute of Electrical and Electronics Engineers, 1997, 16 (6), pp.56-63. ⟨10.1109/51.637118⟩. ⟨inserm-00130051⟩

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