Matches in SemOpenAlex for { <https://semopenalex.org/work/W4311184493> ?p ?o ?g. }
Showing items 1 to 81 of
81
with 100 items per page.
- W4311184493 endingPage "749" @default.
- W4311184493 startingPage "727" @default.
- W4311184493 abstract "This paper attempted to detect mitotic nuclei by extracting different features from nuclei patches in the histopathology Images. We extracted features at multiple levels such as pixel, global, and local to find the best combination of features required for efficient mitosis analysis. We then passed an optimal subset of features to three different classifiers by applying the hyperparameter optimization technique. We observed the highest accuracy of 87.4 with a feature combination of the histogram of oriented gradients (HOG), oriented FAST and rotated BRIEF (ORB), center surround extremas (Censure), corner peaks, edge extract, and grayscale pixel value using tree-based pipeline optimization tool (TOPT) as the hyperparameter optimizer with support vector machine (SVM)." @default.
- W4311184493 created "2022-12-24" @default.
- W4311184493 creator A5007490774 @default.
- W4311184493 creator A5083555354 @default.
- W4311184493 date "2022-12-03" @default.
- W4311184493 modified "2023-10-15" @default.
- W4311184493 title "Feature Extraction and Selection with Hyperparameter Optimization for Mitosis Detection in Breast Histopathology Images" @default.
- W4311184493 cites W1972060962 @default.
- W4311184493 cites W2000429190 @default.
- W4311184493 cites W2003890325 @default.
- W4311184493 cites W2013811470 @default.
- W4311184493 cites W2021717613 @default.
- W4311184493 cites W2026893473 @default.
- W4311184493 cites W2061438946 @default.
- W4311184493 cites W2081750657 @default.
- W4311184493 cites W2108028245 @default.
- W4311184493 cites W2136132422 @default.
- W4311184493 cites W2140201873 @default.
- W4311184493 cites W2161969291 @default.
- W4311184493 cites W2290883490 @default.
- W4311184493 cites W2587148149 @default.
- W4311184493 cites W2911964244 @default.
- W4311184493 cites W2962449912 @default.
- W4311184493 cites W3011016572 @default.
- W4311184493 cites W3045004532 @default.
- W4311184493 cites W3211328428 @default.
- W4311184493 doi "https://doi.org/10.1007/978-981-19-6004-8_55" @default.
- W4311184493 hasPublicationYear "2022" @default.
- W4311184493 type Work @default.
- W4311184493 citedByCount "0" @default.
- W4311184493 crossrefType "book-chapter" @default.
- W4311184493 hasAuthorship W4311184493A5007490774 @default.
- W4311184493 hasAuthorship W4311184493A5083555354 @default.
- W4311184493 hasConcept C10485038 @default.
- W4311184493 hasConcept C115961682 @default.
- W4311184493 hasConcept C12267149 @default.
- W4311184493 hasConcept C138885662 @default.
- W4311184493 hasConcept C148483581 @default.
- W4311184493 hasConcept C153180895 @default.
- W4311184493 hasConcept C154945302 @default.
- W4311184493 hasConcept C160633673 @default.
- W4311184493 hasConcept C2776401178 @default.
- W4311184493 hasConcept C41008148 @default.
- W4311184493 hasConcept C41895202 @default.
- W4311184493 hasConcept C52622490 @default.
- W4311184493 hasConcept C53533937 @default.
- W4311184493 hasConcept C83665646 @default.
- W4311184493 hasConcept C8642999 @default.
- W4311184493 hasConceptScore W4311184493C10485038 @default.
- W4311184493 hasConceptScore W4311184493C115961682 @default.
- W4311184493 hasConceptScore W4311184493C12267149 @default.
- W4311184493 hasConceptScore W4311184493C138885662 @default.
- W4311184493 hasConceptScore W4311184493C148483581 @default.
- W4311184493 hasConceptScore W4311184493C153180895 @default.
- W4311184493 hasConceptScore W4311184493C154945302 @default.
- W4311184493 hasConceptScore W4311184493C160633673 @default.
- W4311184493 hasConceptScore W4311184493C2776401178 @default.
- W4311184493 hasConceptScore W4311184493C41008148 @default.
- W4311184493 hasConceptScore W4311184493C41895202 @default.
- W4311184493 hasConceptScore W4311184493C52622490 @default.
- W4311184493 hasConceptScore W4311184493C53533937 @default.
- W4311184493 hasConceptScore W4311184493C83665646 @default.
- W4311184493 hasConceptScore W4311184493C8642999 @default.
- W4311184493 hasLocation W43111844931 @default.
- W4311184493 hasOpenAccess W4311184493 @default.
- W4311184493 hasPrimaryLocation W43111844931 @default.
- W4311184493 hasRelatedWork W1965781815 @default.
- W4311184493 hasRelatedWork W1968922836 @default.
- W4311184493 hasRelatedWork W2052253960 @default.
- W4311184493 hasRelatedWork W2087874231 @default.
- W4311184493 hasRelatedWork W2363325776 @default.
- W4311184493 hasRelatedWork W3096162641 @default.
- W4311184493 hasRelatedWork W3185455591 @default.
- W4311184493 hasRelatedWork W3197541072 @default.
- W4311184493 hasRelatedWork W2187500075 @default.
- W4311184493 hasRelatedWork W2345184372 @default.
- W4311184493 isParatext "false" @default.
- W4311184493 isRetracted "false" @default.
- W4311184493 workType "book-chapter" @default.