Recognizing emphysema - A neural network approach
2002 (English)In: Pattern Recognition, 2002. Proceedings. 16th International Conference on (Volume:1) / [ed] R. Kasturi, D. Laurendeau, C. Suen, IEEE Computer Society, 2002, 512-515 p.Conference paper (Refereed)
An accurate and fully automatic method for detecting and quantifying emphysema in CT-images is presented. The method is based on an image preprocessing step followed by a neural network classifier trained to separate true emphysema from artifacts. The proposed approach is shown to be superior to an established method when applied on real patient data.
Place, publisher, year, edition, pages
IEEE Computer Society, 2002. 512-515 p.
, International Conference on Pattern Recognition, ISSN 1051-4651
National CategoryMedical and Health Sciences
IdentifiersURN: urn:nbn:se:liu:diva-24525DOI: 10.1109/ICPR.2002.1044781Local ID: 6657ISBN: 0-7695-1695-X (print)OAI: oai:DiVA.org:liu-24525DiVA: diva2:244846
16th International Conference on Pattern Recognition (ICPR 2002), Quebec, Canada, 11-15 August 2002