FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4312757628> ?p ?o ?g. }

• W4312757628 endingPage "124216" @default.
• W4312757628 startingPage "124206" @default.
• W4312757628 abstract "Gliomas are the most common and aggressive form of all brain tumors, with medial survival rates of less than two years for the highest grade. While accurate and reproducible segmentation of brain tumors is paramount for an effective treatment plan and diagnosis, automatic brain tumor segmentation is challenging because the lesion can appear anywhere in the brain with varying shapes and sizes from one patient to another. Moreover, segmentation is only done by analyzing pixel intensity values of surrounding tissues, and the diffusing nature of aggressive brain tumors makes it even more challenging to delineate tumor boundaries. Nevertheless, deep learning methods have superior performance in automatic brain tumor segmentation. However, their boost in performance comes at the cost of high computational complexity. This paper proposes efficient network architecture for 3D brain tumor segmentation, partially utilizing depthwise separable convolutions to reduce computational costs. The experimental results on the BraTS 2020 dataset show that our methods could achieve comparable results with the state-of-the-art methods with minimum computational complexity. Furthermore, we provide a critical analysis of the current efficient model designs. The code for this project is available at https://github.com/tmagadza/partialDepthwiseNet." @default.
• W4312757628 created "2023-01-05" @default.
• W4312757628 creator A5054315649 @default.
• W4312757628 creator A5068778742 @default.
• W4312757628 date "2022-01-01" @default.
• W4312757628 modified "2023-10-01" @default.
• W4312757628 title "Brain Tumor Segmentation Using Partial Depthwise Separable Convolutions" @default.
• W4312757628 cites W1641498739 @default.
• W4312757628 cites W2531409750 @default.
• W4312757628 cites W2533800772 @default.
• W4312757628 cites W2538556778 @default.
• W4312757628 cites W2592929672 @default.
• W4312757628 cites W2767623272 @default.
• W4312757628 cites W2792107889 @default.
• W4312757628 cites W2898197178 @default.
• W4312757628 cites W2963276418 @default.
• W4312757628 cites W2963419583 @default.
• W4312757628 cites W2973656919 @default.
• W4312757628 cites W2979967919 @default.
• W4312757628 cites W3015333954 @default.
• W4312757628 cites W3028210663 @default.
• W4312757628 cites W3028279406 @default.
• W4312757628 cites W3030952871 @default.
• W4312757628 cites W3043892437 @default.
• W4312757628 cites W3112701542 @default.
• W4312757628 cites W3118442183 @default.
• W4312757628 cites W3126600067 @default.
• W4312757628 cites W3127966350 @default.
• W4312757628 cites W3134861073 @default.
• W4312757628 cites W3140895867 @default.
• W4312757628 cites W3142164167 @default.
• W4312757628 cites W3142717613 @default.
• W4312757628 cites W3143018368 @default.
• W4312757628 cites W3145890374 @default.
• W4312757628 cites W3146749430 @default.
• W4312757628 cites W3175791927 @default.
• W4312757628 cites W3196559017 @default.
• W4312757628 cites W3203841574 @default.
• W4312757628 cites W4210786716 @default.
• W4312757628 cites W4220843769 @default.
• W4312757628 cites W4221150837 @default.
• W4312757628 cites W4280618724 @default.
• W4312757628 cites W4281865184 @default.
• W4312757628 cites W4282839986 @default.
• W4312757628 cites W4284891801 @default.
• W4312757628 cites W4295938041 @default.
• W4312757628 doi "https://doi.org/10.1109/access.2022.3223654" @default.
• W4312757628 hasPublicationYear "2022" @default.
• W4312757628 type Work @default.
• W4312757628 citedByCount "1" @default.
• W4312757628 countsByYear W43127576282023 @default.
• W4312757628 crossrefType "journal-article" @default.
• W4312757628 hasAuthorship W4312757628A5054315649 @default.
• W4312757628 hasAuthorship W4312757628A5068778742 @default.
• W4312757628 hasBestOaLocation W43127576281 @default.
• W4312757628 hasConcept C11413529 @default.
• W4312757628 hasConcept C124504099 @default.
• W4312757628 hasConcept C134306372 @default.
• W4312757628 hasConcept C142724271 @default.
• W4312757628 hasConcept C153180895 @default.
• W4312757628 hasConcept C154945302 @default.
• W4312757628 hasConcept C177264268 @default.
• W4312757628 hasConcept C179799912 @default.
• W4312757628 hasConcept C199360897 @default.
• W4312757628 hasConcept C2776760102 @default.
• W4312757628 hasConcept C2779130545 @default.
• W4312757628 hasConcept C33923547 @default.
• W4312757628 hasConcept C41008148 @default.
• W4312757628 hasConcept C70710897 @default.
• W4312757628 hasConcept C71924100 @default.
• W4312757628 hasConcept C89600930 @default.
• W4312757628 hasConceptScore W4312757628C11413529 @default.
• W4312757628 hasConceptScore W4312757628C124504099 @default.
• W4312757628 hasConceptScore W4312757628C134306372 @default.
• W4312757628 hasConceptScore W4312757628C142724271 @default.
• W4312757628 hasConceptScore W4312757628C153180895 @default.
• W4312757628 hasConceptScore W4312757628C154945302 @default.
• W4312757628 hasConceptScore W4312757628C177264268 @default.
• W4312757628 hasConceptScore W4312757628C179799912 @default.
• W4312757628 hasConceptScore W4312757628C199360897 @default.
• W4312757628 hasConceptScore W4312757628C2776760102 @default.
• W4312757628 hasConceptScore W4312757628C2779130545 @default.
• W4312757628 hasConceptScore W4312757628C33923547 @default.
• W4312757628 hasConceptScore W4312757628C41008148 @default.
• W4312757628 hasConceptScore W4312757628C70710897 @default.
• W4312757628 hasConceptScore W4312757628C71924100 @default.
• W4312757628 hasConceptScore W4312757628C89600930 @default.
• W4312757628 hasLocation W43127576281 @default.
• W4312757628 hasLocation W43127576282 @default.
• W4312757628 hasOpenAccess W4312757628 @default.
• W4312757628 hasPrimaryLocation W43127576281 @default.
• W4312757628 hasRelatedWork W134976887 @default.
• W4312757628 hasRelatedWork W1582206143 @default.
• W4312757628 hasRelatedWork W1840273037 @default.
• W4312757628 hasRelatedWork W2138214894 @default.
• W4312757628 hasRelatedWork W2464972745 @default.
• W4312757628 hasRelatedWork W2549765251 @default.
• W4312757628 hasRelatedWork W2734888972 @default.

• next