FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2964065611> ?p ?o ?g. }

• W2964065611 endingPage "282" @default.
• W2964065611 startingPage "273" @default.
• W2964065611 abstract "Automated and accurate segmentation of cystoid structures in optical coherence tomography (OCT) is of interest in the early detection of retinal diseases. It is, however, a challenging task. We propose a novel method for localizing cysts in 3-D OCT volumes. The proposed work is biologically inspired and based on selective enhancement of the cysts, by inducing motion to a given OCT slice. A convolutional neural network is designed to learn a mapping function that combines the result of multiple such motions to produce a probability map for cyst locations in a given slice. The final segmentation of cysts is obtained via simple clustering of the detected cyst locations. The proposed method is evaluated on two public datasets and one private dataset. The public datasets include the one released for the OPTIMA cyst segmentation challenge (OCSC) in MICCAI 2015 and the DME dataset. After training on the OCSC train set, the method achieves a mean dice coefficient (DC) of 0.71 on the OCSC test set. The robustness of the algorithm was examined by cross validation on the DME and AEI (private) datasets and a mean DC values obtained were 0.69 and 0.79, respectively. Overall, the proposed system has the highest performance on all the benchmarks. These results underscore the strengths of the proposed method in handling variations in both data acquisition protocols and scanners." @default.
• W2964065611 created "2019-07-30" @default.
• W2964065611 creator A5026537714 @default.
• W2964065611 creator A5054796268 @default.
• W2964065611 date "2019-01-01" @default.
• W2964065611 modified "2023-10-17" @default.
• W2964065611 title "Segmentation of Retinal Cysts From Optical Coherence Tomography Volumes Via Selective Enhancement" @default.
• W2964065611 cites W1438536501 @default.
• W2964065611 cites W1873693865 @default.
• W2964065611 cites W1977140564 @default.
• W2964065611 cites W1979102712 @default.
• W2964065611 cites W1990889412 @default.
• W2964065611 cites W1992841875 @default.
• W2964065611 cites W1993893886 @default.
• W2964065611 cites W2010962711 @default.
• W2964065611 cites W2011237852 @default.
• W2964065611 cites W2024492357 @default.
• W2964065611 cites W2038850290 @default.
• W2964065611 cites W2074598933 @default.
• W2964065611 cites W2080528366 @default.
• W2964065611 cites W2085202667 @default.
• W2964065611 cites W2085984701 @default.
• W2964065611 cites W2115527343 @default.
• W2964065611 cites W2134542952 @default.
• W2964065611 cites W2138157582 @default.
• W2964065611 cites W2165376948 @default.
• W2964065611 cites W2319638030 @default.
• W2964065611 cites W2478977424 @default.
• W2964065611 cites W2480705741 @default.
• W2964065611 cites W2536606021 @default.
• W2964065611 cites W2587590794 @default.
• W2964065611 cites W2606534623 @default.
• W2964065611 cites W4250589301 @default.
• W2964065611 doi "https://doi.org/10.1109/jbhi.2018.2793534" @default.
• W2964065611 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/29994501" @default.
• W2964065611 hasPublicationYear "2019" @default.
• W2964065611 type Work @default.
• W2964065611 sameAs 2964065611 @default.
• W2964065611 citedByCount "39" @default.
• W2964065611 countsByYear W29640656112018 @default.
• W2964065611 countsByYear W29640656112019 @default.
• W2964065611 countsByYear W29640656112020 @default.
• W2964065611 countsByYear W29640656112021 @default.
• W2964065611 countsByYear W29640656112022 @default.
• W2964065611 countsByYear W29640656112023 @default.
• W2964065611 crossrefType "journal-article" @default.
• W2964065611 hasAuthorship W2964065611A5026537714 @default.
• W2964065611 hasAuthorship W2964065611A5054796268 @default.
• W2964065611 hasBestOaLocation W29640656112 @default.
• W2964065611 hasConcept C104317684 @default.
• W2964065611 hasConcept C118487528 @default.
• W2964065611 hasConcept C124504099 @default.
• W2964065611 hasConcept C153180895 @default.
• W2964065611 hasConcept C154945302 @default.
• W2964065611 hasConcept C163892561 @default.
• W2964065611 hasConcept C169903167 @default.
• W2964065611 hasConcept C185592680 @default.
• W2964065611 hasConcept C2778818243 @default.
• W2964065611 hasConcept C31972630 @default.
• W2964065611 hasConcept C41008148 @default.
• W2964065611 hasConcept C55493867 @default.
• W2964065611 hasConcept C58489278 @default.
• W2964065611 hasConcept C63479239 @default.
• W2964065611 hasConcept C71924100 @default.
• W2964065611 hasConcept C73555534 @default.
• W2964065611 hasConcept C81363708 @default.
• W2964065611 hasConcept C89600930 @default.
• W2964065611 hasConceptScore W2964065611C104317684 @default.
• W2964065611 hasConceptScore W2964065611C118487528 @default.
• W2964065611 hasConceptScore W2964065611C124504099 @default.
• W2964065611 hasConceptScore W2964065611C153180895 @default.
• W2964065611 hasConceptScore W2964065611C154945302 @default.
• W2964065611 hasConceptScore W2964065611C163892561 @default.
• W2964065611 hasConceptScore W2964065611C169903167 @default.
• W2964065611 hasConceptScore W2964065611C185592680 @default.
• W2964065611 hasConceptScore W2964065611C2778818243 @default.
• W2964065611 hasConceptScore W2964065611C31972630 @default.
• W2964065611 hasConceptScore W2964065611C41008148 @default.
• W2964065611 hasConceptScore W2964065611C55493867 @default.
• W2964065611 hasConceptScore W2964065611C58489278 @default.
• W2964065611 hasConceptScore W2964065611C63479239 @default.
• W2964065611 hasConceptScore W2964065611C71924100 @default.
• W2964065611 hasConceptScore W2964065611C73555534 @default.
• W2964065611 hasConceptScore W2964065611C81363708 @default.
• W2964065611 hasConceptScore W2964065611C89600930 @default.
• W2964065611 hasIssue "1" @default.
• W2964065611 hasLocation W29640656111 @default.
• W2964065611 hasLocation W29640656112 @default.
• W2964065611 hasLocation W29640656113 @default.
• W2964065611 hasOpenAccess W2964065611 @default.
• W2964065611 hasPrimaryLocation W29640656111 @default.
• W2964065611 hasRelatedWork W1990237101 @default.
• W2964065611 hasRelatedWork W2157102420 @default.
• W2964065611 hasRelatedWork W2183488467 @default.
• W2964065611 hasRelatedWork W2187490799 @default.
• W2964065611 hasRelatedWork W2949122205 @default.
• W2964065611 hasRelatedWork W4283772513 @default.
• W2964065611 hasRelatedWork W4286545890 @default.

• next