Matches in SemOpenAlex for { <https://semopenalex.org/work/W2023779087> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W2023779087 endingPage "1765" @default.
- W2023779087 startingPage "1759" @default.
- W2023779087 abstract "In this model study, we developed a method to distinguish between breast cancer cells and normal epithelial cells, which is in principal suitable for online diagnosis by Raman spectroscopy. Two cell lines were chosen as model systems for cancer and normal tissue. Both cell lines consist of epithelial cells, but the cells of the MCF-7 series are carcinogenic, where the MCF-10A cells are normal growing. An algorithm is presented for distinguishing cells of the MCF-7 and MCF-10A cell lines, which has an accuracy rate of above 99%. For this purpose, two classification steps are utilized. The first step, the so-called top-level classifier searches for Raman spectra, which are measured in the nuclei region. In the second step, a wide range of discriminant models are possible and these models are compared. The classification rates are always estimated using a cross-validation and a holdout-validation procedure to ensure the ability of the routine diagnosis to work in clinical environments. Copyright © 2009 John Wiley & Sons, Ltd." @default.
- W2023779087 created "2016-06-24" @default.
- W2023779087 creator A5005568675 @default.
- W2023779087 creator A5017365819 @default.
- W2023779087 creator A5027277363 @default.
- W2023779087 creator A5034502482 @default.
- W2023779087 creator A5037549722 @default.
- W2023779087 creator A5049017946 @default.
- W2023779087 creator A5082161100 @default.
- W2023779087 date "2009-11-24" @default.
- W2023779087 modified "2023-10-11" @default.
- W2023779087 title "A comprehensive study of classification methods for medical diagnosis" @default.
- W2023779087 cites W1513618424 @default.
- W2023779087 cites W1963638325 @default.
- W2023779087 cites W1966535350 @default.
- W2023779087 cites W1980090425 @default.
- W2023779087 cites W1983109590 @default.
- W2023779087 cites W1983754975 @default.
- W2023779087 cites W2000738544 @default.
- W2023779087 cites W2012217181 @default.
- W2023779087 cites W2015151924 @default.
- W2023779087 cites W2028054324 @default.
- W2023779087 cites W2034269086 @default.
- W2023779087 cites W2043448554 @default.
- W2023779087 cites W2045577385 @default.
- W2023779087 cites W2056208418 @default.
- W2023779087 cites W2057601287 @default.
- W2023779087 cites W2092440482 @default.
- W2023779087 cites W2094119119 @default.
- W2023779087 cites W2111402677 @default.
- W2023779087 cites W2124569930 @default.
- W2023779087 cites W2126067942 @default.
- W2023779087 cites W2127673401 @default.
- W2023779087 cites W2139212933 @default.
- W2023779087 cites W2149089436 @default.
- W2023779087 doi "https://doi.org/10.1002/jrs.2529" @default.
- W2023779087 hasPublicationYear "2009" @default.
- W2023779087 type Work @default.
- W2023779087 sameAs 2023779087 @default.
- W2023779087 citedByCount "68" @default.
- W2023779087 countsByYear W20237790872012 @default.
- W2023779087 countsByYear W20237790872013 @default.
- W2023779087 countsByYear W20237790872014 @default.
- W2023779087 countsByYear W20237790872015 @default.
- W2023779087 countsByYear W20237790872016 @default.
- W2023779087 countsByYear W20237790872017 @default.
- W2023779087 countsByYear W20237790872018 @default.
- W2023779087 countsByYear W20237790872019 @default.
- W2023779087 countsByYear W20237790872020 @default.
- W2023779087 countsByYear W20237790872021 @default.
- W2023779087 countsByYear W20237790872022 @default.
- W2023779087 crossrefType "journal-article" @default.
- W2023779087 hasAuthorship W2023779087A5005568675 @default.
- W2023779087 hasAuthorship W2023779087A5017365819 @default.
- W2023779087 hasAuthorship W2023779087A5027277363 @default.
- W2023779087 hasAuthorship W2023779087A5034502482 @default.
- W2023779087 hasAuthorship W2023779087A5037549722 @default.
- W2023779087 hasAuthorship W2023779087A5049017946 @default.
- W2023779087 hasAuthorship W2023779087A5082161100 @default.
- W2023779087 hasConcept C120665830 @default.
- W2023779087 hasConcept C121332964 @default.
- W2023779087 hasConcept C153180895 @default.
- W2023779087 hasConcept C154945302 @default.
- W2023779087 hasConcept C186060115 @default.
- W2023779087 hasConcept C40003534 @default.
- W2023779087 hasConcept C41008148 @default.
- W2023779087 hasConcept C69738355 @default.
- W2023779087 hasConcept C86803240 @default.
- W2023779087 hasConcept C95623464 @default.
- W2023779087 hasConceptScore W2023779087C120665830 @default.
- W2023779087 hasConceptScore W2023779087C121332964 @default.
- W2023779087 hasConceptScore W2023779087C153180895 @default.
- W2023779087 hasConceptScore W2023779087C154945302 @default.
- W2023779087 hasConceptScore W2023779087C186060115 @default.
- W2023779087 hasConceptScore W2023779087C40003534 @default.
- W2023779087 hasConceptScore W2023779087C41008148 @default.
- W2023779087 hasConceptScore W2023779087C69738355 @default.
- W2023779087 hasConceptScore W2023779087C86803240 @default.
- W2023779087 hasConceptScore W2023779087C95623464 @default.
- W2023779087 hasIssue "12" @default.
- W2023779087 hasLocation W20237790871 @default.
- W2023779087 hasOpenAccess W2023779087 @default.
- W2023779087 hasPrimaryLocation W20237790871 @default.
- W2023779087 hasRelatedWork W1809065030 @default.
- W2023779087 hasRelatedWork W1973517862 @default.
- W2023779087 hasRelatedWork W1983848850 @default.
- W2023779087 hasRelatedWork W2156856390 @default.
- W2023779087 hasRelatedWork W2160698598 @default.
- W2023779087 hasRelatedWork W2169064667 @default.
- W2023779087 hasRelatedWork W2380666260 @default.
- W2023779087 hasRelatedWork W32502520 @default.
- W2023779087 hasRelatedWork W4232979854 @default.
- W2023779087 hasRelatedWork W1921169094 @default.
- W2023779087 hasVolume "40" @default.
- W2023779087 isParatext "false" @default.
- W2023779087 isRetracted "false" @default.
- W2023779087 magId "2023779087" @default.
- W2023779087 workType "article" @default.