Design and evaluation of tiled parallel coordinate visualization of multichannel EEG data

The field of visualization assists data interpretation in many areas, but does not manage all types of data equally well. This holds, in particular, for time-varying multichannel EEG data. No existing method can successfully visualize simultaneous information from all channels in use at all time ste...

Ausführliche Beschreibung

Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on visualization and computer graphics. - 1996. - 13(2007), 1 vom: 10. Jan., Seite 70-9
1. Verfasser: ten Caat, Michael (VerfasserIn)
Weitere Verfasser: Maurits, Natasha M, Roerdink, Jos B T M
Format: Aufsatz
Sprache:English
Veröffentlicht: 2007
Zugriff auf das übergeordnete Werk:IEEE transactions on visualization and computer graphics
Schlagworte:Evaluation Study Journal Article
LEADER 01000naa a22002652 4500
001 NLM166478709
003 DE-627
005 20231223110904.0
007 tu
008 231223s2007 xx ||||| 00| ||eng c
028 5 2 |a pubmed24n0555.xml 
035 |a (DE-627)NLM166478709 
035 |a (NLM)17093337 
040 |a DE-627  |b ger  |c DE-627  |e rakwb 
041 |a eng 
100 1 |a ten Caat, Michael  |e verfasserin  |4 aut 
245 1 0 |a Design and evaluation of tiled parallel coordinate visualization of multichannel EEG data 
264 1 |c 2007 
336 |a Text  |b txt  |2 rdacontent 
337 |a ohne Hilfsmittel zu benutzen  |b n  |2 rdamedia 
338 |a Band  |b nc  |2 rdacarrier 
500 |a Date Completed 07.02.2007 
500 |a Date Revised 10.12.2019 
500 |a published: Print 
500 |a Citation Status MEDLINE 
520 |a The field of visualization assists data interpretation in many areas, but does not manage all types of data equally well. This holds, in particular, for time-varying multichannel EEG data. No existing method can successfully visualize simultaneous information from all channels in use at all time steps. To address this problem, a new visualization method is presented based on the parallel coordinate method and making use of a tiled organization. This tiled organization employs a two-dimensional row-column representation, rather than a one-dimensional arrangement in columns as used for classical parallel coordinates. The usefulness of the new method, referred to as tiled parallel coordinates (TPC), is demonstrated by a particular type of EEG data. It can be applied to an arbitrary number of time steps, handling the maximum number of channels currently in use. An extensive user evaluation shows that, for a typical EEG assessment task, data evaluation by the TPC method is faster than by an existing clinical EEG visualization method, without loss of information. The generality of the TPC method makes it widely applicable to other time-varying multivariate data types 
650 4 |a Evaluation Study 
650 4 |a Journal Article 
700 1 |a Maurits, Natasha M  |e verfasserin  |4 aut 
700 1 |a Roerdink, Jos B T M  |e verfasserin  |4 aut 
773 0 8 |i Enthalten in  |t IEEE transactions on visualization and computer graphics  |d 1996  |g 13(2007), 1 vom: 10. Jan., Seite 70-9  |w (DE-627)NLM098269445  |x 1941-0506  |7 nnns 
773 1 8 |g volume:13  |g year:2007  |g number:1  |g day:10  |g month:01  |g pages:70-9 
912 |a GBV_USEFLAG_A 
912 |a SYSFLAG_A 
912 |a GBV_NLM 
912 |a GBV_ILN_350 
951 |a AR 
952 |d 13  |j 2007  |e 1  |b 10  |c 01  |h 70-9