Matches in SemOpenAlex for { <https://semopenalex.org/work/W4384517911> ?p ?o ?g. }
Showing items 1 to 89 of
89
with 100 items per page.
- W4384517911 abstract "Radiomics is an emerging and promising field used to describe visual information from medical images by means of numerical features. Several Radiomics software tools are available in the literature, but they return different features and make dissimilar calculations. Choosing one tool or another is not easy so a comparison for classification tasks is required. This paper compares three of these frameworks (3D Slicer, LIFEx and MaZda) on breast cancer data. In this analysis, we tested the features extracted from each tool using different pre-processing techniques and machine learning algorithms to classify the lesion as benign or malignant on more than 350 registers. Two different projections were considered, that is, craniocaudal (183 registers) and mediolateral oblique (172 registers). The results demonstrated that 3D Slicer obtained the best performance in the craniocaudal projection, while MaZda and LIFEx are more appropriate for the mediolateral oblique projection. The results are really promising for classification tasks, exceeding 85% in F1-score." @default.
- W4384517911 created "2023-07-18" @default.
- W4384517911 creator A5033238429 @default.
- W4384517911 creator A5050287828 @default.
- W4384517911 creator A5074031062 @default.
- W4384517911 date "2023-06-01" @default.
- W4384517911 modified "2023-09-26" @default.
- W4384517911 title "Radiomics Software Tools: A comparative Analysis on Breast Cancer" @default.
- W4384517911 cites W1930624869 @default.
- W4384517911 cites W2016944307 @default.
- W4384517911 cites W2026616100 @default.
- W4384517911 cites W2077763531 @default.
- W4384517911 cites W2083927153 @default.
- W4384517911 cites W2104133157 @default.
- W4384517911 cites W2127890285 @default.
- W4384517911 cites W2128739912 @default.
- W4384517911 cites W2135046866 @default.
- W4384517911 cites W2143426320 @default.
- W4384517911 cites W2174661749 @default.
- W4384517911 cites W2536847023 @default.
- W4384517911 cites W2753067360 @default.
- W4384517911 cites W2767128594 @default.
- W4384517911 cites W2790626109 @default.
- W4384517911 cites W2809848353 @default.
- W4384517911 cites W2902172882 @default.
- W4384517911 cites W2903950532 @default.
- W4384517911 cites W2912096799 @default.
- W4384517911 cites W3102476541 @default.
- W4384517911 cites W4236137412 @default.
- W4384517911 cites W4239510810 @default.
- W4384517911 cites W4297474379 @default.
- W4384517911 doi "https://doi.org/10.1109/cbms58004.2023.00276" @default.
- W4384517911 hasPublicationYear "2023" @default.
- W4384517911 type Work @default.
- W4384517911 citedByCount "0" @default.
- W4384517911 crossrefType "proceedings-article" @default.
- W4384517911 hasAuthorship W4384517911A5033238429 @default.
- W4384517911 hasAuthorship W4384517911A5050287828 @default.
- W4384517911 hasAuthorship W4384517911A5074031062 @default.
- W4384517911 hasConcept C11413529 @default.
- W4384517911 hasConcept C138885662 @default.
- W4384517911 hasConcept C153180895 @default.
- W4384517911 hasConcept C154945302 @default.
- W4384517911 hasConcept C160697094 @default.
- W4384517911 hasConcept C161666082 @default.
- W4384517911 hasConcept C175694140 @default.
- W4384517911 hasConcept C199360897 @default.
- W4384517911 hasConcept C202444582 @default.
- W4384517911 hasConcept C2777904410 @default.
- W4384517911 hasConcept C2778559731 @default.
- W4384517911 hasConcept C31972630 @default.
- W4384517911 hasConcept C33923547 @default.
- W4384517911 hasConcept C41008148 @default.
- W4384517911 hasConcept C41895202 @default.
- W4384517911 hasConcept C57493831 @default.
- W4384517911 hasConcept C9652623 @default.
- W4384517911 hasConceptScore W4384517911C11413529 @default.
- W4384517911 hasConceptScore W4384517911C138885662 @default.
- W4384517911 hasConceptScore W4384517911C153180895 @default.
- W4384517911 hasConceptScore W4384517911C154945302 @default.
- W4384517911 hasConceptScore W4384517911C160697094 @default.
- W4384517911 hasConceptScore W4384517911C161666082 @default.
- W4384517911 hasConceptScore W4384517911C175694140 @default.
- W4384517911 hasConceptScore W4384517911C199360897 @default.
- W4384517911 hasConceptScore W4384517911C202444582 @default.
- W4384517911 hasConceptScore W4384517911C2777904410 @default.
- W4384517911 hasConceptScore W4384517911C2778559731 @default.
- W4384517911 hasConceptScore W4384517911C31972630 @default.
- W4384517911 hasConceptScore W4384517911C33923547 @default.
- W4384517911 hasConceptScore W4384517911C41008148 @default.
- W4384517911 hasConceptScore W4384517911C41895202 @default.
- W4384517911 hasConceptScore W4384517911C57493831 @default.
- W4384517911 hasConceptScore W4384517911C9652623 @default.
- W4384517911 hasLocation W43845179111 @default.
- W4384517911 hasOpenAccess W4384517911 @default.
- W4384517911 hasPrimaryLocation W43845179111 @default.
- W4384517911 hasRelatedWork W1994939917 @default.
- W4384517911 hasRelatedWork W2026639176 @default.
- W4384517911 hasRelatedWork W2320608497 @default.
- W4384517911 hasRelatedWork W2392714121 @default.
- W4384517911 hasRelatedWork W2510419178 @default.
- W4384517911 hasRelatedWork W3206447888 @default.
- W4384517911 hasRelatedWork W4254580455 @default.
- W4384517911 hasRelatedWork W4384517911 @default.
- W4384517911 hasRelatedWork W861436663 @default.
- W4384517911 hasRelatedWork W3198225584 @default.
- W4384517911 isParatext "false" @default.
- W4384517911 isRetracted "false" @default.
- W4384517911 workType "article" @default.