Matches in SemOpenAlex for { <https://semopenalex.org/work/W1603035900> ?p ?o ?g. }
Showing items 1 to 82 of
82
with 100 items per page.
- W1603035900 endingPage "75" @default.
- W1603035900 startingPage "68" @default.
- W1603035900 abstract "AbstractWe develop a novel CAD detection system that can help a radiologist to detect masses in mammograms. The proposed algorithm concurrently detects the breast boundary and the pectoral muscle. Then, a clustering and morphology based segmentation algorithm is applied to the enhanced mammography image to separate the mass from the normal breast tissues. This technique outlines the shape of candidate masses in mammograms. To maximize detection specificity, we develop a two-stage hybrid classification network. First, an unsupervised classifier is used to classify suspicious opacities as suspect or not. Then, a few supervised interpretation rules are applied to further reduce the number of false detections. Using a private mammography database and the publicly available USF/DDSM database, experimental results demonstrate that a sensitivity of 94% (resp. 80%) can be achieved at a specificity level of 1.02 (resp. 0.69) false positives per image. Even in dense mammograms, the CAD algorithm can still correctly detect subtle masses.KeywordsDigital MammographyPectoral MuscleMass DetectionUnsupervised ClusterCandidate MasseThese keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves." @default.
- W1603035900 created "2016-06-24" @default.
- W1603035900 creator A5063796267 @default.
- W1603035900 date "2006-01-01" @default.
- W1603035900 modified "2023-09-23" @default.
- W1603035900 title "Mammographic Mass Detection Using Unsupervised Clustering in Synergy with a Parcimonious Supervised Rule-Based Classifier" @default.
- W1603035900 cites W1483597266 @default.
- W1603035900 cites W1486566452 @default.
- W1603035900 cites W1968320709 @default.
- W1603035900 cites W1970012846 @default.
- W1603035900 cites W1973489853 @default.
- W1603035900 cites W1976500072 @default.
- W1603035900 cites W1978469498 @default.
- W1603035900 cites W2045331387 @default.
- W1603035900 cites W2050200894 @default.
- W1603035900 cites W2056153127 @default.
- W1603035900 cites W2078930415 @default.
- W1603035900 cites W2082559811 @default.
- W1603035900 cites W2107262272 @default.
- W1603035900 cites W2109388152 @default.
- W1603035900 cites W2149152304 @default.
- W1603035900 cites W2169388041 @default.
- W1603035900 doi "https://doi.org/10.1007/11783237_10" @default.
- W1603035900 hasPublicationYear "2006" @default.
- W1603035900 type Work @default.
- W1603035900 sameAs 1603035900 @default.
- W1603035900 citedByCount "1" @default.
- W1603035900 crossrefType "book-chapter" @default.
- W1603035900 hasAuthorship W1603035900A5063796267 @default.
- W1603035900 hasConcept C112789634 @default.
- W1603035900 hasConcept C121608353 @default.
- W1603035900 hasConcept C124504099 @default.
- W1603035900 hasConcept C126322002 @default.
- W1603035900 hasConcept C127413603 @default.
- W1603035900 hasConcept C153180895 @default.
- W1603035900 hasConcept C154945302 @default.
- W1603035900 hasConcept C194789388 @default.
- W1603035900 hasConcept C199639397 @default.
- W1603035900 hasConcept C2780472235 @default.
- W1603035900 hasConcept C41008148 @default.
- W1603035900 hasConcept C530470458 @default.
- W1603035900 hasConcept C64869954 @default.
- W1603035900 hasConcept C71924100 @default.
- W1603035900 hasConcept C73555534 @default.
- W1603035900 hasConcept C89600930 @default.
- W1603035900 hasConcept C95623464 @default.
- W1603035900 hasConceptScore W1603035900C112789634 @default.
- W1603035900 hasConceptScore W1603035900C121608353 @default.
- W1603035900 hasConceptScore W1603035900C124504099 @default.
- W1603035900 hasConceptScore W1603035900C126322002 @default.
- W1603035900 hasConceptScore W1603035900C127413603 @default.
- W1603035900 hasConceptScore W1603035900C153180895 @default.
- W1603035900 hasConceptScore W1603035900C154945302 @default.
- W1603035900 hasConceptScore W1603035900C194789388 @default.
- W1603035900 hasConceptScore W1603035900C199639397 @default.
- W1603035900 hasConceptScore W1603035900C2780472235 @default.
- W1603035900 hasConceptScore W1603035900C41008148 @default.
- W1603035900 hasConceptScore W1603035900C530470458 @default.
- W1603035900 hasConceptScore W1603035900C64869954 @default.
- W1603035900 hasConceptScore W1603035900C71924100 @default.
- W1603035900 hasConceptScore W1603035900C73555534 @default.
- W1603035900 hasConceptScore W1603035900C89600930 @default.
- W1603035900 hasConceptScore W1603035900C95623464 @default.
- W1603035900 hasLocation W16030359001 @default.
- W1603035900 hasOpenAccess W1603035900 @default.
- W1603035900 hasPrimaryLocation W16030359001 @default.
- W1603035900 hasRelatedWork W1987037626 @default.
- W1603035900 hasRelatedWork W2063167804 @default.
- W1603035900 hasRelatedWork W2081213899 @default.
- W1603035900 hasRelatedWork W2166441074 @default.
- W1603035900 hasRelatedWork W2170989130 @default.
- W1603035900 hasRelatedWork W2563096758 @default.
- W1603035900 hasRelatedWork W2793026528 @default.
- W1603035900 hasRelatedWork W3002693302 @default.
- W1603035900 hasRelatedWork W3180717499 @default.
- W1603035900 hasRelatedWork W4206076898 @default.
- W1603035900 isParatext "false" @default.
- W1603035900 isRetracted "false" @default.
- W1603035900 magId "1603035900" @default.
- W1603035900 workType "book-chapter" @default.