Matches in SemOpenAlex for { <https://semopenalex.org/work/W4295938891> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W4295938891 endingPage "349" @default.
- W4295938891 startingPage "340" @default.
- W4295938891 abstract "In this work, we aimed to tackle the challenge of fusing information from multiple echocardiographic views, mimicking cardiologists making diagnoses with an integrative approach. For this purpose, we used the available information provided in the CAMUS dataset to experiment combining 2D complementary views to derive 3D information of left ventricular (LV) volume. We proposed intra-subject and inter-subject volume contrastive losses with varying margin to encode heterogeneous input views to a shared view-invariant volume-relevant feature space, where feature fusion can be facilitated. The results demonstrated that the proposed contrastive losses successfully improved the integration of complementary information from the input views, achieving significantly better volume predictive performance (MAE: 10.96 ml, RMSE: 14.75 ml, R2: 0.88) than that of the late-fusion baseline without contrastive losses (MAE: 13.17 ml, RMSE: 17.91 ml, R2: 0.83). Code available at: https://github.com/LishinC/VCN ." @default.
- W4295938891 created "2022-09-16" @default.
- W4295938891 creator A5048648478 @default.
- W4295938891 creator A5070003455 @default.
- W4295938891 creator A5073797317 @default.
- W4295938891 date "2022-01-01" @default.
- W4295938891 modified "2023-10-14" @default.
- W4295938891 title "Contrastive Learning for Echocardiographic View Integration" @default.
- W4295938891 cites W2126625724 @default.
- W4295938891 cites W2194775991 @default.
- W4295938891 cites W2769112066 @default.
- W4295938891 cites W2979444991 @default.
- W4295938891 cites W2980030301 @default.
- W4295938891 cites W3089717863 @default.
- W4295938891 cites W3093273221 @default.
- W4295938891 cites W3099206234 @default.
- W4295938891 cites W3103215654 @default.
- W4295938891 cites W3119049870 @default.
- W4295938891 cites W3146828772 @default.
- W4295938891 cites W3202236840 @default.
- W4295938891 doi "https://doi.org/10.1007/978-3-031-16440-8_33" @default.
- W4295938891 hasPublicationYear "2022" @default.
- W4295938891 type Work @default.
- W4295938891 citedByCount "4" @default.
- W4295938891 crossrefType "book-chapter" @default.
- W4295938891 hasAuthorship W4295938891A5048648478 @default.
- W4295938891 hasAuthorship W4295938891A5070003455 @default.
- W4295938891 hasAuthorship W4295938891A5073797317 @default.
- W4295938891 hasConcept C104317684 @default.
- W4295938891 hasConcept C105795698 @default.
- W4295938891 hasConcept C119857082 @default.
- W4295938891 hasConcept C121332964 @default.
- W4295938891 hasConcept C138885662 @default.
- W4295938891 hasConcept C139945424 @default.
- W4295938891 hasConcept C153180895 @default.
- W4295938891 hasConcept C154945302 @default.
- W4295938891 hasConcept C177264268 @default.
- W4295938891 hasConcept C185592680 @default.
- W4295938891 hasConcept C190470478 @default.
- W4295938891 hasConcept C199360897 @default.
- W4295938891 hasConcept C204321447 @default.
- W4295938891 hasConcept C20556612 @default.
- W4295938891 hasConcept C2776401178 @default.
- W4295938891 hasConcept C2776760102 @default.
- W4295938891 hasConcept C2982962833 @default.
- W4295938891 hasConcept C33923547 @default.
- W4295938891 hasConcept C37914503 @default.
- W4295938891 hasConcept C41008148 @default.
- W4295938891 hasConcept C41895202 @default.
- W4295938891 hasConcept C43126263 @default.
- W4295938891 hasConcept C55493867 @default.
- W4295938891 hasConcept C62520636 @default.
- W4295938891 hasConcept C66746571 @default.
- W4295938891 hasConcept C774472 @default.
- W4295938891 hasConcept C83665646 @default.
- W4295938891 hasConceptScore W4295938891C104317684 @default.
- W4295938891 hasConceptScore W4295938891C105795698 @default.
- W4295938891 hasConceptScore W4295938891C119857082 @default.
- W4295938891 hasConceptScore W4295938891C121332964 @default.
- W4295938891 hasConceptScore W4295938891C138885662 @default.
- W4295938891 hasConceptScore W4295938891C139945424 @default.
- W4295938891 hasConceptScore W4295938891C153180895 @default.
- W4295938891 hasConceptScore W4295938891C154945302 @default.
- W4295938891 hasConceptScore W4295938891C177264268 @default.
- W4295938891 hasConceptScore W4295938891C185592680 @default.
- W4295938891 hasConceptScore W4295938891C190470478 @default.
- W4295938891 hasConceptScore W4295938891C199360897 @default.
- W4295938891 hasConceptScore W4295938891C204321447 @default.
- W4295938891 hasConceptScore W4295938891C20556612 @default.
- W4295938891 hasConceptScore W4295938891C2776401178 @default.
- W4295938891 hasConceptScore W4295938891C2776760102 @default.
- W4295938891 hasConceptScore W4295938891C2982962833 @default.
- W4295938891 hasConceptScore W4295938891C33923547 @default.
- W4295938891 hasConceptScore W4295938891C37914503 @default.
- W4295938891 hasConceptScore W4295938891C41008148 @default.
- W4295938891 hasConceptScore W4295938891C41895202 @default.
- W4295938891 hasConceptScore W4295938891C43126263 @default.
- W4295938891 hasConceptScore W4295938891C55493867 @default.
- W4295938891 hasConceptScore W4295938891C62520636 @default.
- W4295938891 hasConceptScore W4295938891C66746571 @default.
- W4295938891 hasConceptScore W4295938891C774472 @default.
- W4295938891 hasConceptScore W4295938891C83665646 @default.
- W4295938891 hasLocation W42959388911 @default.
- W4295938891 hasOpenAccess W4295938891 @default.
- W4295938891 hasPrimaryLocation W42959388911 @default.
- W4295938891 hasRelatedWork W1171247708 @default.
- W4295938891 hasRelatedWork W2025991752 @default.
- W4295938891 hasRelatedWork W2060018656 @default.
- W4295938891 hasRelatedWork W2065448819 @default.
- W4295938891 hasRelatedWork W2382607599 @default.
- W4295938891 hasRelatedWork W2517539590 @default.
- W4295938891 hasRelatedWork W2546942002 @default.
- W4295938891 hasRelatedWork W2944661354 @default.
- W4295938891 hasRelatedWork W2970216048 @default.
- W4295938891 hasRelatedWork W2886616187 @default.
- W4295938891 isParatext "false" @default.
- W4295938891 isRetracted "false" @default.
- W4295938891 workType "book-chapter" @default.