FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2521587260> ?p ?o ?g. }

• W2521587260 endingPage "203" @default.
• W2521587260 startingPage "183" @default.
• W2521587260 abstract "We propose a fully automated method for detection and segmentation of the abnormal tissue associated with brain tumour (tumour core and oedema) from Fluid- Attenuated Inversion Recovery (FLAIR) Magnetic Resonance Imaging (MRI). The method is based on superpixel technique and classification of each superpixel. A number of novel image features including intensity-based, Gabor textons, fractal analysis and curvatures are calculated from each superpixel within the entire brain area in FLAIR MRI to ensure a robust classification. Extremely randomized trees (ERT) classifier is compared with support vector machine (SVM) to classify each superpixel into tumour and non-tumour. The proposed method is evaluated on two datasets: (1) Our own clinical dataset: 19 MRI FLAIR images of patients with gliomas of grade II to IV, and (2) BRATS 2012 dataset: 30 FLAIR images with 10 low-grade and 20 high-grade gliomas. The experimental results demonstrate the high detection and segmentation performance of the proposed method using ERT classifier. For our own cohort, the average detection sensitivity, balanced error rate and the Dice overlap measure for the segmented tumour against the ground truth are 89.48 %, 6 % and 0.91, respectively, while, for the BRATS dataset, the corresponding evaluation results are 88.09 %, 6 % and 0.88, respectively. This provides a close match to expert delineation across all grades of glioma, leading to a faster and more reproducible method of brain tumour detection and delineation to aid patient management." @default.
• W2521587260 created "2016-09-30" @default.
• W2521587260 creator A5000805336 @default.
• W2521587260 creator A5007414647 @default.
• W2521587260 creator A5012806070 @default.
• W2521587260 creator A5037392936 @default.
• W2521587260 creator A5053834170 @default.
• W2521587260 creator A5072021625 @default.
• W2521587260 creator A5073429636 @default.
• W2521587260 creator A5089893784 @default.
• W2521587260 date "2016-09-20" @default.
• W2521587260 modified "2023-09-26" @default.
• W2521587260 title "Automated brain tumour detection and segmentation using superpixel-based extremely randomized trees in FLAIR MRI" @default.
• W2521587260 cites W1502541876 @default.
• W2521587260 cites W1524094261 @default.
• W2521587260 cites W1641498739 @default.
• W2521587260 cites W1879084407 @default.
• W2521587260 cites W1915025716 @default.
• W2521587260 cites W1929984647 @default.
• W2521587260 cites W1963937446 @default.
• W2521587260 cites W1971309979 @default.
• W2521587260 cites W1995814875 @default.
• W2521587260 cites W2000269560 @default.
• W2521587260 cites W2001696757 @default.
• W2521587260 cites W2006190634 @default.
• W2521587260 cites W2019068225 @default.
• W2521587260 cites W2022237253 @default.
• W2521587260 cites W2028094999 @default.
• W2521587260 cites W2032377318 @default.
• W2521587260 cites W2040182023 @default.
• W2521587260 cites W2043300532 @default.
• W2521587260 cites W2056132907 @default.
• W2521587260 cites W2080927070 @default.
• W2521587260 cites W2091926892 @default.
• W2521587260 cites W2101608218 @default.
• W2521587260 cites W2108728387 @default.
• W2521587260 cites W2118246710 @default.
• W2521587260 cites W2123498585 @default.
• W2521587260 cites W2124204345 @default.
• W2521587260 cites W2145023731 @default.
• W2521587260 cites W2154053567 @default.
• W2521587260 cites W2154158661 @default.
• W2521587260 cites W2156479266 @default.
• W2521587260 cites W2162643152 @default.
• W2521587260 cites W2228626376 @default.
• W2521587260 cites W2243449602 @default.
• W2521587260 cites W2293130453 @default.
• W2521587260 cites W2323421288 @default.
• W2521587260 cites W2334539623 @default.
• W2521587260 cites W2412254768 @default.
• W2521587260 cites W2502884210 @default.
• W2521587260 cites W2911964244 @default.
• W2521587260 cites W2977883299 @default.
• W2521587260 doi "https://doi.org/10.1007/s11548-016-1483-3" @default.
• W2521587260 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/5263212" @default.
• W2521587260 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/27651330" @default.
• W2521587260 hasPublicationYear "2016" @default.
• W2521587260 type Work @default.
• W2521587260 sameAs 2521587260 @default.
• W2521587260 citedByCount "211" @default.
• W2521587260 countsByYear W25215872602017 @default.
• W2521587260 countsByYear W25215872602018 @default.
• W2521587260 countsByYear W25215872602019 @default.
• W2521587260 countsByYear W25215872602020 @default.
• W2521587260 countsByYear W25215872602021 @default.
• W2521587260 countsByYear W25215872602022 @default.
• W2521587260 countsByYear W25215872602023 @default.
• W2521587260 crossrefType "journal-article" @default.
• W2521587260 hasAuthorship W2521587260A5000805336 @default.
• W2521587260 hasAuthorship W2521587260A5007414647 @default.
• W2521587260 hasAuthorship W2521587260A5012806070 @default.
• W2521587260 hasAuthorship W2521587260A5037392936 @default.
• W2521587260 hasAuthorship W2521587260A5053834170 @default.
• W2521587260 hasAuthorship W2521587260A5072021625 @default.
• W2521587260 hasAuthorship W2521587260A5073429636 @default.
• W2521587260 hasAuthorship W2521587260A5089893784 @default.
• W2521587260 hasBestOaLocation W25215872601 @default.
• W2521587260 hasConcept C101070640 @default.
• W2521587260 hasConcept C12267149 @default.
• W2521587260 hasConcept C126838900 @default.
• W2521587260 hasConcept C143409427 @default.
• W2521587260 hasConcept C153180895 @default.
• W2521587260 hasConcept C154945302 @default.
• W2521587260 hasConcept C41008148 @default.
• W2521587260 hasConcept C71924100 @default.
• W2521587260 hasConcept C89600930 @default.
• W2521587260 hasConceptScore W2521587260C101070640 @default.
• W2521587260 hasConceptScore W2521587260C12267149 @default.
• W2521587260 hasConceptScore W2521587260C126838900 @default.
• W2521587260 hasConceptScore W2521587260C143409427 @default.
• W2521587260 hasConceptScore W2521587260C153180895 @default.
• W2521587260 hasConceptScore W2521587260C154945302 @default.
• W2521587260 hasConceptScore W2521587260C41008148 @default.
• W2521587260 hasConceptScore W2521587260C71924100 @default.
• W2521587260 hasConceptScore W2521587260C89600930 @default.
• W2521587260 hasFunder F4320319985 @default.
• W2521587260 hasFunder F4320334960 @default.
• W2521587260 hasIssue "2" @default.

• next