Fuzzy analysis of X-ray images for automated disease examination
| dc.contributor.author | Watman, Craig | en |
| dc.contributor.author | Le, Kim | en |
| dc.date.accessioned | 2025-12-31T18:41:34Z | |
| dc.date.available | 2025-12-31T18:41:34Z | |
| dc.date.issued | 2004 | en |
| dc.description.abstract | This paper presents the design of a fuzzy decision system for Cancer and Tuberculosis detection based on X-ray lung images. The system is in a tuning stage based on advices from medical experts. With a training set of 40 positive and 10 negative images, the system can classify correctly 42% positive cases with no false negative results. This is a promising result; however the system needs further tuning with additional features and concise examination rules. | en |
| dc.description.status | Peer-reviewed | en |
| dc.format.extent | 7 | en |
| dc.identifier.isbn | 9783540232063 | en |
| dc.identifier.issn | 0302-9743 | en |
| dc.identifier.scopus | 33745315185 | en |
| dc.identifier.uri | https://hdl.handle.net/1885/733797741 | |
| dc.language.iso | en | en |
| dc.publisher | Springer Verlag | en |
| dc.relation.ispartof | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | en |
| dc.relation.ispartofseries | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | en |
| dc.subject | Computerised medical repository | en |
| dc.subject | Data mining | en |
| dc.subject | Fuzzy system | en |
| dc.subject | Image segmentation | en |
| dc.subject | Pattern recognition | en |
| dc.title | Fuzzy analysis of X-ray images for automated disease examination | en |
| dc.type | Book chapter | en |
| dspace.entity.type | Publication | en |
| local.bibliographicCitation.lastpage | 497 | en |
| local.bibliographicCitation.startpage | 491 | en |
| local.contributor.affiliation | Watman, Craig; School of Engineering, ANU College of Systems and Society, The Australian National University | en |
| local.contributor.affiliation | Le, Kim; University of Canberra | en |
| local.identifier.ariespublication | U3488905xPUB10323 | en |
| local.identifier.doi | 10.1007/978-3-540-30133-2_64 | en |
| local.identifier.essn | 1611-3349 | en |
| local.identifier.pure | 443d0c9e-0e5a-433a-9aae-75d539d7ff09 | en |
| local.identifier.url | https://www.scopus.com/pages/publications/33745315185 | en |
| local.type.status | Published | en |