Matches in SemOpenAlex for { <https://semopenalex.org/work/W2110494467> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W2110494467 abstract "Color is the most critical information for assessing histological images. However, in literature, there is no standard color space in which a particular color points are represented for computer vision tasks. In this paper, we evaluated 11 color models with three different learning schemas for their performance in classifying tumor-related colors. The color models we studied are CIELAB, CIELUV, CIEXYZ, CMY, CMYK, HSL, HSV, Hunter-LAB, NRGB, RGB, and SCT. With 11 color models, prediction accuracies of three well-known classifiers, namely SVMs, C4.5, and Naive Bayes, are statistically compared on a large dataset of 3494 Hematoxylin and Eosin (HE) stained histopathologic images. Surprisingly, experiment results show that in contrast to general assumptions, there is no single model that is better than others in every case. However, C4.5 outperformed other two classifiers by obtaining average F-measure of 0.9989. Of 11 color models, we suggest the pair of C4.5-SCT as the most accurate classification framework for tumor identification in HE stained histological images." @default.
- W2110494467 created "2016-06-24" @default.
- W2110494467 creator A5023480695 @default.
- W2110494467 creator A5046182499 @default.
- W2110494467 date "2009-03-01" @default.
- W2110494467 modified "2023-09-26" @default.
- W2110494467 title "Statistical comparison of color model-classifier pairs in hematoxylin and eosin stained histological images" @default.
- W2110494467 cites W1631913055 @default.
- W2110494467 cites W1965555277 @default.
- W2110494467 cites W1966392462 @default.
- W2110494467 cites W1988735952 @default.
- W2110494467 cites W1993958310 @default.
- W2110494467 cites W1998229567 @default.
- W2110494467 cites W2013217082 @default.
- W2110494467 cites W2034842612 @default.
- W2110494467 cites W2052158726 @default.
- W2110494467 cites W2089580584 @default.
- W2110494467 cites W2095907543 @default.
- W2110494467 cites W2099320389 @default.
- W2110494467 cites W2112929095 @default.
- W2110494467 cites W2120199131 @default.
- W2110494467 cites W2124155137 @default.
- W2110494467 cites W2124237925 @default.
- W2110494467 cites W2130455044 @default.
- W2110494467 cites W2136704614 @default.
- W2110494467 cites W2139479159 @default.
- W2110494467 cites W2156909104 @default.
- W2110494467 cites W2159257032 @default.
- W2110494467 cites W2162515926 @default.
- W2110494467 cites W4238885732 @default.
- W2110494467 doi "https://doi.org/10.1109/cibcb.2009.4925740" @default.
- W2110494467 hasPublicationYear "2009" @default.
- W2110494467 type Work @default.
- W2110494467 sameAs 2110494467 @default.
- W2110494467 citedByCount "10" @default.
- W2110494467 countsByYear W21104944672013 @default.
- W2110494467 countsByYear W21104944672014 @default.
- W2110494467 countsByYear W21104944672015 @default.
- W2110494467 countsByYear W21104944672019 @default.
- W2110494467 countsByYear W21104944672020 @default.
- W2110494467 countsByYear W21104944672021 @default.
- W2110494467 crossrefType "proceedings-article" @default.
- W2110494467 hasAuthorship W2110494467A5023480695 @default.
- W2110494467 hasAuthorship W2110494467A5046182499 @default.
- W2110494467 hasConcept C115961682 @default.
- W2110494467 hasConcept C12267149 @default.
- W2110494467 hasConcept C125473707 @default.
- W2110494467 hasConcept C142724271 @default.
- W2110494467 hasConcept C153180895 @default.
- W2110494467 hasConcept C154945302 @default.
- W2110494467 hasConcept C159047783 @default.
- W2110494467 hasConcept C2522874641 @default.
- W2110494467 hasConcept C2779751288 @default.
- W2110494467 hasConcept C2961294 @default.
- W2110494467 hasConcept C31972630 @default.
- W2110494467 hasConcept C36372059 @default.
- W2110494467 hasConcept C41008148 @default.
- W2110494467 hasConcept C52001869 @default.
- W2110494467 hasConcept C71924100 @default.
- W2110494467 hasConcept C74864618 @default.
- W2110494467 hasConcept C82990744 @default.
- W2110494467 hasConceptScore W2110494467C115961682 @default.
- W2110494467 hasConceptScore W2110494467C12267149 @default.
- W2110494467 hasConceptScore W2110494467C125473707 @default.
- W2110494467 hasConceptScore W2110494467C142724271 @default.
- W2110494467 hasConceptScore W2110494467C153180895 @default.
- W2110494467 hasConceptScore W2110494467C154945302 @default.
- W2110494467 hasConceptScore W2110494467C159047783 @default.
- W2110494467 hasConceptScore W2110494467C2522874641 @default.
- W2110494467 hasConceptScore W2110494467C2779751288 @default.
- W2110494467 hasConceptScore W2110494467C2961294 @default.
- W2110494467 hasConceptScore W2110494467C31972630 @default.
- W2110494467 hasConceptScore W2110494467C36372059 @default.
- W2110494467 hasConceptScore W2110494467C41008148 @default.
- W2110494467 hasConceptScore W2110494467C52001869 @default.
- W2110494467 hasConceptScore W2110494467C71924100 @default.
- W2110494467 hasConceptScore W2110494467C74864618 @default.
- W2110494467 hasConceptScore W2110494467C82990744 @default.
- W2110494467 hasLocation W21104944671 @default.
- W2110494467 hasOpenAccess W2110494467 @default.
- W2110494467 hasPrimaryLocation W21104944671 @default.
- W2110494467 hasRelatedWork W2003669571 @default.
- W2110494467 hasRelatedWork W2012871320 @default.
- W2110494467 hasRelatedWork W2035701981 @default.
- W2110494467 hasRelatedWork W2035801147 @default.
- W2110494467 hasRelatedWork W2110494467 @default.
- W2110494467 hasRelatedWork W2133813344 @default.
- W2110494467 hasRelatedWork W2216935007 @default.
- W2110494467 hasRelatedWork W2384427992 @default.
- W2110494467 hasRelatedWork W3109987288 @default.
- W2110494467 hasRelatedWork W80606058 @default.
- W2110494467 isParatext "false" @default.
- W2110494467 isRetracted "false" @default.
- W2110494467 magId "2110494467" @default.
- W2110494467 workType "article" @default.