Matches in SemOpenAlex for { <https://semopenalex.org/work/W4312503751> ?p ?o ?g. }
Showing items 1 to 72 of
72
with 100 items per page.
- W4312503751 endingPage "1012" @default.
- W4312503751 startingPage "1005" @default.
- W4312503751 abstract "Brain tumor is a deathly disease and it is indispensable to point out the tumor immediately. Detection of brain tumor from MRI with higher accuracy has become a major research region for the medical sector. In this paper, an automatic brain tumor classification procedure applying fuzzy C-means and artificial neural network is proposed which provides higher precision. For this proposed technique, inputted MRI images are resized and then sharpening filter is used for preprocessing. After that, fuzzy C-means cluster process is chosen for image segmentation. At the next step, discreate wavelet transform is utilized for feature extraction and then features quantity are reduced by principal component analysis. Furthermore, reduced features are taken to artificial neural network for brain tumor classification. An effective training function Levenberg–Marquardt is used for neural network. This proposed method provides 99.8% accuracy, 100% sensitivity and 99.59% specificity which is comparatively better than other existing detection techniques." @default.
- W4312503751 created "2023-01-05" @default.
- W4312503751 creator A5064614870 @default.
- W4312503751 creator A5078536522 @default.
- W4312503751 date "2022-01-01" @default.
- W4312503751 modified "2023-09-30" @default.
- W4312503751 title "MRI Brain Tumor Classification Technique Using Fuzzy C-Means Clustering and Artificial Neural Network" @default.
- W4312503751 cites W2002139384 @default.
- W4312503751 cites W2038344945 @default.
- W4312503751 cites W2065196932 @default.
- W4312503751 cites W2074266918 @default.
- W4312503751 cites W2162859851 @default.
- W4312503751 cites W2537113403 @default.
- W4312503751 cites W2899109189 @default.
- W4312503751 cites W2955805844 @default.
- W4312503751 doi "https://doi.org/10.1007/978-981-16-2183-3_95" @default.
- W4312503751 hasPublicationYear "2022" @default.
- W4312503751 type Work @default.
- W4312503751 citedByCount "0" @default.
- W4312503751 crossrefType "book-chapter" @default.
- W4312503751 hasAuthorship W4312503751A5064614870 @default.
- W4312503751 hasAuthorship W4312503751A5078536522 @default.
- W4312503751 hasConcept C138885662 @default.
- W4312503751 hasConcept C153180895 @default.
- W4312503751 hasConcept C154945302 @default.
- W4312503751 hasConcept C196216189 @default.
- W4312503751 hasConcept C20479862 @default.
- W4312503751 hasConcept C2776401178 @default.
- W4312503751 hasConcept C2781137444 @default.
- W4312503751 hasConcept C34736171 @default.
- W4312503751 hasConcept C41008148 @default.
- W4312503751 hasConcept C41895202 @default.
- W4312503751 hasConcept C47432892 @default.
- W4312503751 hasConcept C50644808 @default.
- W4312503751 hasConcept C52622490 @default.
- W4312503751 hasConcept C58166 @default.
- W4312503751 hasConcept C73555534 @default.
- W4312503751 hasConcept C89600930 @default.
- W4312503751 hasConceptScore W4312503751C138885662 @default.
- W4312503751 hasConceptScore W4312503751C153180895 @default.
- W4312503751 hasConceptScore W4312503751C154945302 @default.
- W4312503751 hasConceptScore W4312503751C196216189 @default.
- W4312503751 hasConceptScore W4312503751C20479862 @default.
- W4312503751 hasConceptScore W4312503751C2776401178 @default.
- W4312503751 hasConceptScore W4312503751C2781137444 @default.
- W4312503751 hasConceptScore W4312503751C34736171 @default.
- W4312503751 hasConceptScore W4312503751C41008148 @default.
- W4312503751 hasConceptScore W4312503751C41895202 @default.
- W4312503751 hasConceptScore W4312503751C47432892 @default.
- W4312503751 hasConceptScore W4312503751C50644808 @default.
- W4312503751 hasConceptScore W4312503751C52622490 @default.
- W4312503751 hasConceptScore W4312503751C58166 @default.
- W4312503751 hasConceptScore W4312503751C73555534 @default.
- W4312503751 hasConceptScore W4312503751C89600930 @default.
- W4312503751 hasLocation W43125037511 @default.
- W4312503751 hasOpenAccess W4312503751 @default.
- W4312503751 hasPrimaryLocation W43125037511 @default.
- W4312503751 hasRelatedWork W1628499386 @default.
- W4312503751 hasRelatedWork W2126100045 @default.
- W4312503751 hasRelatedWork W2185970706 @default.
- W4312503751 hasRelatedWork W2336974148 @default.
- W4312503751 hasRelatedWork W2359688575 @default.
- W4312503751 hasRelatedWork W2378146120 @default.
- W4312503751 hasRelatedWork W2381773606 @default.
- W4312503751 hasRelatedWork W2391959412 @default.
- W4312503751 hasRelatedWork W2546942002 @default.
- W4312503751 hasRelatedWork W2942471066 @default.
- W4312503751 isParatext "false" @default.
- W4312503751 isRetracted "false" @default.
- W4312503751 workType "book-chapter" @default.