Matches in SemOpenAlex for { <https://semopenalex.org/work/W3090829831> ?p ?o ?g. }
Showing items 1 to 63 of
63
with 100 items per page.
- W3090829831 abstract "The measurement of cavum septum pellucidum is an important step in prenatal testing. However, this process is usually done manually, which is such a difficult and time-consuming task due to the attenuation and shadows of ultrasound images even for experienced sonographers. In this study, we propose a novel deep attention network to address this problem by segmenting and measuring the width of cavum septum pellucidum. The proposed network is based on U-net with three changes: a new channel attention module, increasing attention on relevant regions; VGGI I, adding the depth of encoder path to increase the receptive field; And post-processing to measure and diagnose the anomalies of cavum septum pellucidum. Experiments on a fetal ultrasound dataset demonstrated our proposed network achieved the highest precision of 79.5% and the largest Dice score of 77.5%. To demonstrate the generalization capacity, we also have been validated our model on the BraTs 2017 dataset, obtaining an excellent performance with the Dice score of 91.5%." @default.
- W3090829831 created "2020-10-08" @default.
- W3090829831 creator A5004492633 @default.
- W3090829831 creator A5004959502 @default.
- W3090829831 creator A5008341964 @default.
- W3090829831 creator A5010241534 @default.
- W3090829831 date "2020-10-01" @default.
- W3090829831 modified "2023-10-16" @default.
- W3090829831 title "Automatic Measurement of Fetal Cavum Septum Pellucidum From Ultrasound Images Using Deep Attention Network" @default.
- W3090829831 cites W2613049942 @default.
- W3090829831 cites W2751069891 @default.
- W3090829831 cites W2788913416 @default.
- W3090829831 cites W2884436604 @default.
- W3090829831 cites W2913559493 @default.
- W3090829831 cites W2963220672 @default.
- W3090829831 cites W2970242971 @default.
- W3090829831 cites W2996792135 @default.
- W3090829831 cites W3103147169 @default.
- W3090829831 cites W4238796018 @default.
- W3090829831 doi "https://doi.org/10.1109/icip40778.2020.9191002" @default.
- W3090829831 hasPublicationYear "2020" @default.
- W3090829831 type Work @default.
- W3090829831 sameAs 3090829831 @default.
- W3090829831 citedByCount "11" @default.
- W3090829831 countsByYear W30908298312021 @default.
- W3090829831 countsByYear W30908298312022 @default.
- W3090829831 countsByYear W30908298312023 @default.
- W3090829831 crossrefType "proceedings-article" @default.
- W3090829831 hasAuthorship W3090829831A5004492633 @default.
- W3090829831 hasAuthorship W3090829831A5004959502 @default.
- W3090829831 hasAuthorship W3090829831A5008341964 @default.
- W3090829831 hasAuthorship W3090829831A5010241534 @default.
- W3090829831 hasConcept C105702510 @default.
- W3090829831 hasConcept C153180895 @default.
- W3090829831 hasConcept C154945302 @default.
- W3090829831 hasConcept C2776799924 @default.
- W3090829831 hasConcept C31972630 @default.
- W3090829831 hasConcept C41008148 @default.
- W3090829831 hasConcept C71924100 @default.
- W3090829831 hasConceptScore W3090829831C105702510 @default.
- W3090829831 hasConceptScore W3090829831C153180895 @default.
- W3090829831 hasConceptScore W3090829831C154945302 @default.
- W3090829831 hasConceptScore W3090829831C2776799924 @default.
- W3090829831 hasConceptScore W3090829831C31972630 @default.
- W3090829831 hasConceptScore W3090829831C41008148 @default.
- W3090829831 hasConceptScore W3090829831C71924100 @default.
- W3090829831 hasLocation W30908298311 @default.
- W3090829831 hasOpenAccess W3090829831 @default.
- W3090829831 hasPrimaryLocation W30908298311 @default.
- W3090829831 hasRelatedWork W1891287906 @default.
- W3090829831 hasRelatedWork W1969923398 @default.
- W3090829831 hasRelatedWork W2036807459 @default.
- W3090829831 hasRelatedWork W2058170566 @default.
- W3090829831 hasRelatedWork W2166024367 @default.
- W3090829831 hasRelatedWork W2229312674 @default.
- W3090829831 hasRelatedWork W2755342338 @default.
- W3090829831 hasRelatedWork W2772917594 @default.
- W3090829831 hasRelatedWork W2775347418 @default.
- W3090829831 hasRelatedWork W3116076068 @default.
- W3090829831 isParatext "false" @default.
- W3090829831 isRetracted "false" @default.
- W3090829831 magId "3090829831" @default.
- W3090829831 workType "article" @default.