Matches in SemOpenAlex for { <https://semopenalex.org/work/W3120577854> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W3120577854 abstract "Multimodal MRI provides complementary and clinically relevant information to probe tissue condition and to characterize various diseases. However, it is often difficult to acquire sufficiently many modalities from the same subject due to limitations in study plans, while quantitative analysis is still demanded. In this work, we propose a unified conditional disentanglement framework to synthesize any arbitrary modality from an input modality. Our framework hinges on a cycle-constrained conditional adversarial training approach, where it can extract a modality-invariant anatomical feature with a modality-agnostic encoder and generate a target modality with a conditioned decoder. We validate our framework on four MRI modalities, including T1-weighted, T1 contrast enhanced, T2-weighted, and FLAIR MRI, from the BraTS'18 database, showing superior performance on synthesis quality over the comparison methods. In addition, we report results from experiments on a tumor segmentation task carried out with synthesized data." @default.
- W3120577854 created "2021-01-18" @default.
- W3120577854 creator A5007259734 @default.
- W3120577854 creator A5013766979 @default.
- W3120577854 creator A5053436378 @default.
- W3120577854 creator A5071006392 @default.
- W3120577854 date "2021-01-13" @default.
- W3120577854 modified "2023-09-28" @default.
- W3120577854 title "A Unified Conditional Disentanglement Framework for Multimodal Brain MR Image Translation" @default.
- W3120577854 cites W1641498739 @default.
- W3120577854 cites W2548275288 @default.
- W3120577854 cites W2559823555 @default.
- W3120577854 cites W2587284713 @default.
- W3120577854 cites W2790659419 @default.
- W3120577854 cites W2897095370 @default.
- W3120577854 cites W2898795295 @default.
- W3120577854 cites W2914057844 @default.
- W3120577854 cites W2948801556 @default.
- W3120577854 cites W2962793481 @default.
- W3120577854 cites W2963073614 @default.
- W3120577854 cites W2963767194 @default.
- W3120577854 cites W2963768110 @default.
- W3120577854 cites W2963890275 @default.
- W3120577854 cites W2964167449 @default.
- W3120577854 cites W2980282207 @default.
- W3120577854 cites W2981988113 @default.
- W3120577854 cites W3026661235 @default.
- W3120577854 cites W3032593323 @default.
- W3120577854 cites W3089660604 @default.
- W3120577854 cites W3105747145 @default.
- W3120577854 cites W3142208146 @default.
- W3120577854 doi "https://doi.org/10.48550/arxiv.2101.05434" @default.
- W3120577854 hasPublicationYear "2021" @default.
- W3120577854 type Work @default.
- W3120577854 sameAs 3120577854 @default.
- W3120577854 citedByCount "0" @default.
- W3120577854 crossrefType "posted-content" @default.
- W3120577854 hasAuthorship W3120577854A5007259734 @default.
- W3120577854 hasAuthorship W3120577854A5013766979 @default.
- W3120577854 hasAuthorship W3120577854A5053436378 @default.
- W3120577854 hasAuthorship W3120577854A5071006392 @default.
- W3120577854 hasBestOaLocation W31205778541 @default.
- W3120577854 hasConcept C111919701 @default.
- W3120577854 hasConcept C118505674 @default.
- W3120577854 hasConcept C119857082 @default.
- W3120577854 hasConcept C144024400 @default.
- W3120577854 hasConcept C153180895 @default.
- W3120577854 hasConcept C154945302 @default.
- W3120577854 hasConcept C204321447 @default.
- W3120577854 hasConcept C2779903281 @default.
- W3120577854 hasConcept C2780226545 @default.
- W3120577854 hasConcept C36289849 @default.
- W3120577854 hasConcept C41008148 @default.
- W3120577854 hasConcept C89600930 @default.
- W3120577854 hasConceptScore W3120577854C111919701 @default.
- W3120577854 hasConceptScore W3120577854C118505674 @default.
- W3120577854 hasConceptScore W3120577854C119857082 @default.
- W3120577854 hasConceptScore W3120577854C144024400 @default.
- W3120577854 hasConceptScore W3120577854C153180895 @default.
- W3120577854 hasConceptScore W3120577854C154945302 @default.
- W3120577854 hasConceptScore W3120577854C204321447 @default.
- W3120577854 hasConceptScore W3120577854C2779903281 @default.
- W3120577854 hasConceptScore W3120577854C2780226545 @default.
- W3120577854 hasConceptScore W3120577854C36289849 @default.
- W3120577854 hasConceptScore W3120577854C41008148 @default.
- W3120577854 hasConceptScore W3120577854C89600930 @default.
- W3120577854 hasLocation W31205778541 @default.
- W3120577854 hasLocation W31205778542 @default.
- W3120577854 hasOpenAccess W3120577854 @default.
- W3120577854 hasPrimaryLocation W31205778541 @default.
- W3120577854 hasRelatedWork W2510758617 @default.
- W3120577854 hasRelatedWork W2754350655 @default.
- W3120577854 hasRelatedWork W2897195263 @default.
- W3120577854 hasRelatedWork W3095523211 @default.
- W3120577854 hasRelatedWork W3146798900 @default.
- W3120577854 hasRelatedWork W3169291543 @default.
- W3120577854 hasRelatedWork W3172092532 @default.
- W3120577854 hasRelatedWork W4206076898 @default.
- W3120577854 hasRelatedWork W4225303565 @default.
- W3120577854 hasRelatedWork W4296437441 @default.
- W3120577854 isParatext "false" @default.
- W3120577854 isRetracted "false" @default.
- W3120577854 magId "3120577854" @default.
- W3120577854 workType "article" @default.