FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386596815> ?p ?o ?g. }

• W4386596815 abstract "Multi-Modal MRI images offer various perspectives for identifying regions of interest in the brain. Previous studies have successfully utilized Deep Learning methods in tasks, such as, segmentation and classification of MRI images, but the proper utilization and integration of Multi-Modality is still an open area of study. Some studies use Multi-Task training scheme which utilizes an auxiliary task like reconstruction for better performance. This paper proposes a novel Multi-Task learning scheme that utilizes different modalities of MRI images to improve brain region segmentation and classification, where the forward diffusion process and a time projection module is used to incorporate a guided reconstruction task. Our experimental results show that the proposed Multi-Task learning strategy outperforms the vanilla Single-Task training scheme by 2.4% in segmentation and 2.7% in classification tasks." @default.
• W4386596815 created "2023-09-12" @default.
• W4386596815 creator A5029174615 @default.
• W4386596815 creator A5038530616 @default.
• W4386596815 date "2023-10-08" @default.
• W4386596815 modified "2023-09-30" @default.
• W4386596815 title "Forward Diffusion Guided Reconstruction as a Multi-Modal Multi-Task Learning Scheme" @default.
• W4386596815 cites W1641498739 @default.
• W4386596815 cites W2224254632 @default.
• W4386596815 cites W2751069891 @default.
• W4386596815 cites W2912063259 @default.
• W4386596815 cites W2928133111 @default.
• W4386596815 cites W3007268491 @default.
• W4386596815 cites W3042445013 @default.
• W4386596815 cites W3085046840 @default.
• W4386596815 cites W3091680105 @default.
• W4386596815 cites W3143351114 @default.
• W4386596815 cites W3145132551 @default.
• W4386596815 cites W3183174367 @default.
• W4386596815 cites W4296123057 @default.
• W4386596815 cites W4312747676 @default.
• W4386596815 cites W4312933868 @default.
• W4386596815 doi "https://doi.org/10.1109/icip49359.2023.10222929" @default.
• W4386596815 hasPublicationYear "2023" @default.
• W4386596815 type Work @default.
• W4386596815 citedByCount "0" @default.
• W4386596815 crossrefType "proceedings-article" @default.
• W4386596815 hasAuthorship W4386596815A5029174615 @default.
• W4386596815 hasAuthorship W4386596815A5038530616 @default.
• W4386596815 hasBestOaLocation W43865968151 @default.
• W4386596815 hasConcept C111919701 @default.
• W4386596815 hasConcept C11413529 @default.
• W4386596815 hasConcept C119857082 @default.
• W4386596815 hasConcept C126838900 @default.
• W4386596815 hasConcept C127413603 @default.
• W4386596815 hasConcept C134306372 @default.
• W4386596815 hasConcept C143409427 @default.
• W4386596815 hasConcept C144024400 @default.
• W4386596815 hasConcept C153180895 @default.
• W4386596815 hasConcept C154945302 @default.
• W4386596815 hasConcept C157787499 @default.
• W4386596815 hasConcept C185592680 @default.
• W4386596815 hasConcept C188027245 @default.
• W4386596815 hasConcept C201995342 @default.
• W4386596815 hasConcept C2779903281 @default.
• W4386596815 hasConcept C2780226545 @default.
• W4386596815 hasConcept C2780451532 @default.
• W4386596815 hasConcept C28006648 @default.
• W4386596815 hasConcept C31972630 @default.
• W4386596815 hasConcept C33923547 @default.
• W4386596815 hasConcept C36289849 @default.
• W4386596815 hasConcept C41008148 @default.
• W4386596815 hasConcept C57493831 @default.
• W4386596815 hasConcept C71139939 @default.
• W4386596815 hasConcept C71924100 @default.
• W4386596815 hasConcept C77618280 @default.
• W4386596815 hasConcept C89600930 @default.
• W4386596815 hasConcept C98045186 @default.
• W4386596815 hasConceptScore W4386596815C111919701 @default.
• W4386596815 hasConceptScore W4386596815C11413529 @default.
• W4386596815 hasConceptScore W4386596815C119857082 @default.
• W4386596815 hasConceptScore W4386596815C126838900 @default.
• W4386596815 hasConceptScore W4386596815C127413603 @default.
• W4386596815 hasConceptScore W4386596815C134306372 @default.
• W4386596815 hasConceptScore W4386596815C143409427 @default.
• W4386596815 hasConceptScore W4386596815C144024400 @default.
• W4386596815 hasConceptScore W4386596815C153180895 @default.
• W4386596815 hasConceptScore W4386596815C154945302 @default.
• W4386596815 hasConceptScore W4386596815C157787499 @default.
• W4386596815 hasConceptScore W4386596815C185592680 @default.
• W4386596815 hasConceptScore W4386596815C188027245 @default.
• W4386596815 hasConceptScore W4386596815C201995342 @default.
• W4386596815 hasConceptScore W4386596815C2779903281 @default.
• W4386596815 hasConceptScore W4386596815C2780226545 @default.
• W4386596815 hasConceptScore W4386596815C2780451532 @default.
• W4386596815 hasConceptScore W4386596815C28006648 @default.
• W4386596815 hasConceptScore W4386596815C31972630 @default.
• W4386596815 hasConceptScore W4386596815C33923547 @default.
• W4386596815 hasConceptScore W4386596815C36289849 @default.
• W4386596815 hasConceptScore W4386596815C41008148 @default.
• W4386596815 hasConceptScore W4386596815C57493831 @default.
• W4386596815 hasConceptScore W4386596815C71139939 @default.
• W4386596815 hasConceptScore W4386596815C71924100 @default.
• W4386596815 hasConceptScore W4386596815C77618280 @default.
• W4386596815 hasConceptScore W4386596815C89600930 @default.
• W4386596815 hasConceptScore W4386596815C98045186 @default.
• W4386596815 hasLocation W43865968151 @default.
• W4386596815 hasOpenAccess W4386596815 @default.
• W4386596815 hasPrimaryLocation W43865968151 @default.
• W4386596815 hasRelatedWork W1669643531 @default.
• W4386596815 hasRelatedWork W2005437358 @default.
• W4386596815 hasRelatedWork W2008656436 @default.
• W4386596815 hasRelatedWork W2134924024 @default.
• W4386596815 hasRelatedWork W2517104666 @default.
• W4386596815 hasRelatedWork W2613123485 @default.
• W4386596815 hasRelatedWork W2952745240 @default.
• W4386596815 hasRelatedWork W4205137593 @default.
• W4386596815 hasRelatedWork W4236838349 @default.
• W4386596815 hasRelatedWork W4386721968 @default.
• W4386596815 isParatext "false" @default.

• next