FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4360614210> ?p ?o ?g. }

• W4360614210 endingPage "1516" @default.
• W4360614210 startingPage "1516" @default.
• W4360614210 abstract "Gliomas, primary brain tumors arising from glial cells, can be effectively identified using Magnetic Resonance Imaging (MRI), a widely employed diagnostic tool in clinical settings. Accurate glioma segmentation, which is crucial for diagnosis and surgical intervention, can be achieved by integrating multiple MRI modalities that offer complementary information. However, limited access to multiple modalities in certain clinical contexts often results in suboptimal performance of glioma segmentation methods. This study introduces a novel generalized knowledge distillation framework designed to transfer multimodal knowledge from a teacher model to a unimodal student model via two distinct distillation strategies: segmentation graph distillation and cascade region attention distillation. The former enables the student to replicate the teacher’s softened output, whereas the latter facilitates extraction and learning of region feature information at various levels within the teacher model. Our evaluation of the proposed distillation strategies using the BraTS 2018 dataset confirms their superior performance in unimodal segmentation contexts compared with existing methods." @default.
• W4360614210 created "2023-03-24" @default.
• W4360614210 creator A5029588332 @default.
• W4360614210 creator A5037050578 @default.
• W4360614210 creator A5067981458 @default.
• W4360614210 date "2023-03-23" @default.
• W4360614210 modified "2023-09-29" @default.
• W4360614210 title "Generalized Knowledge Distillation for Unimodal Glioma Segmentation from Multimodal Models" @default.
• W4360614210 cites W1641498739 @default.
• W4360614210 cites W1884191083 @default.
• W4360614210 cites W1901129140 @default.
• W4360614210 cites W1993947467 @default.
• W4360614210 cites W2010573862 @default.
• W4360614210 cites W2067562626 @default.
• W4360614210 cites W2301358467 @default.
• W4360614210 cites W2484736472 @default.
• W4360614210 cites W2502805798 @default.
• W4360614210 cites W2517395172 @default.
• W4360614210 cites W2608641923 @default.
• W4360614210 cites W2751069891 @default.
• W4360614210 cites W2807246925 @default.
• W4360614210 cites W2884442510 @default.
• W4360614210 cites W2891006222 @default.
• W4360614210 cites W2952787292 @default.
• W4360614210 cites W2954054736 @default.
• W4360614210 cites W2962678076 @default.
• W4360614210 cites W2963730812 @default.
• W4360614210 cites W2963882942 @default.
• W4360614210 cites W3089464490 @default.
• W4360614210 cites W3090336986 @default.
• W4360614210 cites W3091367091 @default.
• W4360614210 cites W3103869244 @default.
• W4360614210 cites W3142717613 @default.
• W4360614210 cites W3181084441 @default.
• W4360614210 cites W3185556852 @default.
• W4360614210 cites W3206034503 @default.
• W4360614210 cites W4296953388 @default.
• W4360614210 doi "https://doi.org/10.3390/electronics12071516" @default.
• W4360614210 hasPublicationYear "2023" @default.
• W4360614210 type Work @default.
• W4360614210 citedByCount "0" @default.
• W4360614210 crossrefType "journal-article" @default.
• W4360614210 hasAuthorship W4360614210A5029588332 @default.
• W4360614210 hasAuthorship W4360614210A5037050578 @default.
• W4360614210 hasAuthorship W4360614210A5067981458 @default.
• W4360614210 hasBestOaLocation W43606142101 @default.
• W4360614210 hasConcept C105795698 @default.
• W4360614210 hasConcept C119857082 @default.
• W4360614210 hasConcept C126838900 @default.
• W4360614210 hasConcept C138885662 @default.
• W4360614210 hasConcept C143409427 @default.
• W4360614210 hasConcept C144024400 @default.
• W4360614210 hasConcept C153180895 @default.
• W4360614210 hasConcept C154945302 @default.
• W4360614210 hasConcept C178790620 @default.
• W4360614210 hasConcept C185592680 @default.
• W4360614210 hasConcept C204030448 @default.
• W4360614210 hasConcept C204321447 @default.
• W4360614210 hasConcept C2776401178 @default.
• W4360614210 hasConcept C2778227246 @default.
• W4360614210 hasConcept C2779903281 @default.
• W4360614210 hasConcept C2781162219 @default.
• W4360614210 hasConcept C33923547 @default.
• W4360614210 hasConcept C36289849 @default.
• W4360614210 hasConcept C41008148 @default.
• W4360614210 hasConcept C41895202 @default.
• W4360614210 hasConcept C502942594 @default.
• W4360614210 hasConcept C71924100 @default.
• W4360614210 hasConcept C86803240 @default.
• W4360614210 hasConcept C89600930 @default.
• W4360614210 hasConceptScore W4360614210C105795698 @default.
• W4360614210 hasConceptScore W4360614210C119857082 @default.
• W4360614210 hasConceptScore W4360614210C126838900 @default.
• W4360614210 hasConceptScore W4360614210C138885662 @default.
• W4360614210 hasConceptScore W4360614210C143409427 @default.
• W4360614210 hasConceptScore W4360614210C144024400 @default.
• W4360614210 hasConceptScore W4360614210C153180895 @default.
• W4360614210 hasConceptScore W4360614210C154945302 @default.
• W4360614210 hasConceptScore W4360614210C178790620 @default.
• W4360614210 hasConceptScore W4360614210C185592680 @default.
• W4360614210 hasConceptScore W4360614210C204030448 @default.
• W4360614210 hasConceptScore W4360614210C204321447 @default.
• W4360614210 hasConceptScore W4360614210C2776401178 @default.
• W4360614210 hasConceptScore W4360614210C2778227246 @default.
• W4360614210 hasConceptScore W4360614210C2779903281 @default.
• W4360614210 hasConceptScore W4360614210C2781162219 @default.
• W4360614210 hasConceptScore W4360614210C33923547 @default.
• W4360614210 hasConceptScore W4360614210C36289849 @default.
• W4360614210 hasConceptScore W4360614210C41008148 @default.
• W4360614210 hasConceptScore W4360614210C41895202 @default.
• W4360614210 hasConceptScore W4360614210C502942594 @default.
• W4360614210 hasConceptScore W4360614210C71924100 @default.
• W4360614210 hasConceptScore W4360614210C86803240 @default.
• W4360614210 hasConceptScore W4360614210C89600930 @default.
• W4360614210 hasIssue "7" @default.
• W4360614210 hasLocation W43606142101 @default.
• W4360614210 hasOpenAccess W4360614210 @default.
• W4360614210 hasPrimaryLocation W43606142101 @default.

• next