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| Publications:Intelligent vocal cord image analysis for categorizing laryngeal diseases |
| Abstract | <p>Colour, shape, geometry, contrast … <p>Colour, shape, geometry, contrast, irregularity and roughness of the visual appearance of vocal cords are the main visual features used by a physician to diagnose laryngeal diseases. This type of examination is rather subjective and to a great extent depends on physician’s experience. A decision support system for automated analysis of vocal cord images, created exploiting numerous vocal cord images can be a valuable tool enabling increased reliability of the analysis, and decreased intra- and inter-observer variability. This paper is concerned with such a system for analysis of vocal cord images. Colour, texture, and geometrical features are used to extract relevant information. A committee of artificial neural networks is then employed for performing the categorization of vocal cord images into healthy, diffuse, and nodular classes. A correct classification rate of over 93% was obtained when testing the system on 785 vocal cord images.</p>system on 785 vocal cord images.</p> |
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| Author | Antanas Verikas + , Adas Gelzinis + , Marija Bacauskiene + , Virgilijus Uloza + |
| Conference | 18th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems IEA/AIE 2005 |
| DOI | http://dx.doi.org/10.1007/11504894_11 + |
| Diva | http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:300233 |
| EndPage | 78 + |
| HostPublication | Innovations in applied artificial intelligence + |
| PublicationType | Conference Paper + |
| Publisher | Springer + |
| Series | Lecture notes in computer science ; 3533 + |
| StartPage | 69 + |
| Title | Intelligent vocal cord image analysis for categorizing laryngeal diseases + |
| Year | 2005 + |
| Has queryThis property is a special property in this wiki. | Publications:Intelligent vocal cord image analysis for categorizing laryngeal diseases + , Publications:Intelligent vocal cord image analysis for categorizing laryngeal diseases + , Publications:Intelligent vocal cord image analysis for categorizing laryngeal diseases + , Publications:Intelligent vocal cord image analysis for categorizing laryngeal diseases + , Publications:Intelligent vocal cord image analysis for categorizing laryngeal diseases + , Publications:Intelligent vocal cord image analysis for categorizing laryngeal diseases + , Publications:Intelligent vocal cord image analysis for categorizing laryngeal diseases + , Publications:Intelligent vocal cord image analysis for categorizing laryngeal diseases + , Publications:Intelligent vocal cord image analysis for categorizing laryngeal diseases + , Publications:Intelligent vocal cord image analysis for categorizing laryngeal diseases + |
| Categories | Publication + |
| Modification dateThis property is a special property in this wiki. | 30 September 2016 20:42:23 + |
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