Matches in SemOpenAlex for { <https://semopenalex.org/work/W4366967093> ?p ?o ?g. }
Showing items 1 to 86 of
86
with 100 items per page.
- W4366967093 abstract "Brain hemorrhage is potentially a fatal condition that results from internal bleeding in the human brain. In this study, Computed Tomography (CT) scan images have been used for segmentation tasks to pinpoint the area of hemorrhage. Unique data augmentation techniques using non-linear transformations like, Twirl and Spherical have been used along with traditional data augmentation techniques to increase variation in the dataset. The hemorrhagic portion of the brain in images that are easy to distinguish have been annotated to perform the segmentation task. The segmentation task was applied using U-Net and U-Net++ architecture. U-Net architecture has shown 84.33% Intersection over Union (IoU) and 91.34% dice coefficient score whereas U-Net++ has achieved 17.06% IoU and 28.27% dice coefficient score after applying some non-linear transformations on the dataset." @default.
- W4366967093 created "2023-04-26" @default.
- W4366967093 creator A5005879124 @default.
- W4366967093 creator A5015971297 @default.
- W4366967093 creator A5079526206 @default.
- W4366967093 date "2022-12-17" @default.
- W4366967093 modified "2023-10-18" @default.
- W4366967093 title "Segmentation of Hemorrhagic Areas in Human Brain from CT Scan Images" @default.
- W4366967093 cites W1901129140 @default.
- W4366967093 cites W2148538425 @default.
- W4366967093 cites W2669186309 @default.
- W4366967093 cites W2780067733 @default.
- W4366967093 cites W2794411098 @default.
- W4366967093 cites W2806099058 @default.
- W4366967093 cites W2884436604 @default.
- W4366967093 cites W2887826853 @default.
- W4366967093 cites W2892982423 @default.
- W4366967093 cites W2899381700 @default.
- W4366967093 cites W2981630388 @default.
- W4366967093 cites W3088101976 @default.
- W4366967093 cites W3090878720 @default.
- W4366967093 cites W3096947210 @default.
- W4366967093 cites W4236769491 @default.
- W4366967093 cites W4253051045 @default.
- W4366967093 doi "https://doi.org/10.1109/sti56238.2022.10103333" @default.
- W4366967093 hasPublicationYear "2022" @default.
- W4366967093 type Work @default.
- W4366967093 citedByCount "0" @default.
- W4366967093 crossrefType "proceedings-article" @default.
- W4366967093 hasAuthorship W4366967093A5005879124 @default.
- W4366967093 hasAuthorship W4366967093A5015971297 @default.
- W4366967093 hasAuthorship W4366967093A5079526206 @default.
- W4366967093 hasConcept C105795698 @default.
- W4366967093 hasConcept C124504099 @default.
- W4366967093 hasConcept C126838900 @default.
- W4366967093 hasConcept C127413603 @default.
- W4366967093 hasConcept C153180895 @default.
- W4366967093 hasConcept C154945302 @default.
- W4366967093 hasConcept C163892561 @default.
- W4366967093 hasConcept C201995342 @default.
- W4366967093 hasConcept C205649164 @default.
- W4366967093 hasConcept C22029948 @default.
- W4366967093 hasConcept C2780451532 @default.
- W4366967093 hasConcept C31972630 @default.
- W4366967093 hasConcept C33923547 @default.
- W4366967093 hasConcept C41008148 @default.
- W4366967093 hasConcept C544519230 @default.
- W4366967093 hasConcept C58640448 @default.
- W4366967093 hasConcept C64543145 @default.
- W4366967093 hasConcept C71924100 @default.
- W4366967093 hasConcept C89600930 @default.
- W4366967093 hasConceptScore W4366967093C105795698 @default.
- W4366967093 hasConceptScore W4366967093C124504099 @default.
- W4366967093 hasConceptScore W4366967093C126838900 @default.
- W4366967093 hasConceptScore W4366967093C127413603 @default.
- W4366967093 hasConceptScore W4366967093C153180895 @default.
- W4366967093 hasConceptScore W4366967093C154945302 @default.
- W4366967093 hasConceptScore W4366967093C163892561 @default.
- W4366967093 hasConceptScore W4366967093C201995342 @default.
- W4366967093 hasConceptScore W4366967093C205649164 @default.
- W4366967093 hasConceptScore W4366967093C22029948 @default.
- W4366967093 hasConceptScore W4366967093C2780451532 @default.
- W4366967093 hasConceptScore W4366967093C31972630 @default.
- W4366967093 hasConceptScore W4366967093C33923547 @default.
- W4366967093 hasConceptScore W4366967093C41008148 @default.
- W4366967093 hasConceptScore W4366967093C544519230 @default.
- W4366967093 hasConceptScore W4366967093C58640448 @default.
- W4366967093 hasConceptScore W4366967093C64543145 @default.
- W4366967093 hasConceptScore W4366967093C71924100 @default.
- W4366967093 hasConceptScore W4366967093C89600930 @default.
- W4366967093 hasLocation W43669670931 @default.
- W4366967093 hasOpenAccess W4366967093 @default.
- W4366967093 hasPrimaryLocation W43669670931 @default.
- W4366967093 hasRelatedWork W1631910785 @default.
- W4366967093 hasRelatedWork W1669643531 @default.
- W4366967093 hasRelatedWork W2122581818 @default.
- W4366967093 hasRelatedWork W2159066190 @default.
- W4366967093 hasRelatedWork W2630229246 @default.
- W4366967093 hasRelatedWork W2942988769 @default.
- W4366967093 hasRelatedWork W2973136608 @default.
- W4366967093 hasRelatedWork W2999580839 @default.
- W4366967093 hasRelatedWork W3116883888 @default.
- W4366967093 hasRelatedWork W3152950745 @default.
- W4366967093 isParatext "false" @default.
- W4366967093 isRetracted "false" @default.
- W4366967093 workType "article" @default.