Matches in SemOpenAlex for { <https://semopenalex.org/work/W3213297468> ?p ?o ?g. }
Showing items 1 to 79 of
79
with 100 items per page.
- W3213297468 abstract "Optical coherence tomography (OCT) has become one of the most common tools for diagnosis of retinal abnormalities. Both retinal morphology and layer thickness can provide important information to aid in the differential diagnosis of these abnormalities. Automatic segmentation methods are essential to providing these thickness measurements since the manual delineation of each layer is cumbersome given the sheer amount of data within each OCT scan. In this work, we propose a new method for retinal layer segmentation using a random forest classifier. A total of seven features are extracted from the OCT data and used to simultaneously classify nine layer boundaries. Taking advantage of the probabilistic nature of random forests, probability maps for each boundary are extracted and used to help refine the classification. We are able to accurately segment eight retinal layers with an average Dice coefficient of 0.79 ± 0.13 and a mean absolute error of 1.21 ± 1.45 pixels for the layer boundaries." @default.
- W3213297468 created "2021-11-22" @default.
- W3213297468 creator A5059547398 @default.
- W3213297468 creator A5061851273 @default.
- W3213297468 creator A5066682675 @default.
- W3213297468 creator A5075622613 @default.
- W3213297468 creator A5083106798 @default.
- W3213297468 date "2013-03-13" @default.
- W3213297468 modified "2023-09-24" @default.
- W3213297468 title "Segmentation of retinal OCT images using a random forest classifier" @default.
- W3213297468 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/3660978" @default.
- W3213297468 hasPublicationYear "2013" @default.
- W3213297468 type Work @default.
- W3213297468 sameAs 3213297468 @default.
- W3213297468 citedByCount "0" @default.
- W3213297468 crossrefType "journal-article" @default.
- W3213297468 hasAuthorship W3213297468A5059547398 @default.
- W3213297468 hasAuthorship W3213297468A5061851273 @default.
- W3213297468 hasAuthorship W3213297468A5066682675 @default.
- W3213297468 hasAuthorship W3213297468A5075622613 @default.
- W3213297468 hasAuthorship W3213297468A5083106798 @default.
- W3213297468 hasConcept C118487528 @default.
- W3213297468 hasConcept C124504099 @default.
- W3213297468 hasConcept C153180895 @default.
- W3213297468 hasConcept C154945302 @default.
- W3213297468 hasConcept C160633673 @default.
- W3213297468 hasConcept C163892561 @default.
- W3213297468 hasConcept C169258074 @default.
- W3213297468 hasConcept C2778818243 @default.
- W3213297468 hasConcept C2780827179 @default.
- W3213297468 hasConcept C31972630 @default.
- W3213297468 hasConcept C41008148 @default.
- W3213297468 hasConcept C49937458 @default.
- W3213297468 hasConcept C71924100 @default.
- W3213297468 hasConcept C89600930 @default.
- W3213297468 hasConcept C95623464 @default.
- W3213297468 hasConceptScore W3213297468C118487528 @default.
- W3213297468 hasConceptScore W3213297468C124504099 @default.
- W3213297468 hasConceptScore W3213297468C153180895 @default.
- W3213297468 hasConceptScore W3213297468C154945302 @default.
- W3213297468 hasConceptScore W3213297468C160633673 @default.
- W3213297468 hasConceptScore W3213297468C163892561 @default.
- W3213297468 hasConceptScore W3213297468C169258074 @default.
- W3213297468 hasConceptScore W3213297468C2778818243 @default.
- W3213297468 hasConceptScore W3213297468C2780827179 @default.
- W3213297468 hasConceptScore W3213297468C31972630 @default.
- W3213297468 hasConceptScore W3213297468C41008148 @default.
- W3213297468 hasConceptScore W3213297468C49937458 @default.
- W3213297468 hasConceptScore W3213297468C71924100 @default.
- W3213297468 hasConceptScore W3213297468C89600930 @default.
- W3213297468 hasConceptScore W3213297468C95623464 @default.
- W3213297468 hasLocation W32132974681 @default.
- W3213297468 hasOpenAccess W3213297468 @default.
- W3213297468 hasPrimaryLocation W32132974681 @default.
- W3213297468 hasRelatedWork W2026516529 @default.
- W3213297468 hasRelatedWork W2082677554 @default.
- W3213297468 hasRelatedWork W2128579987 @default.
- W3213297468 hasRelatedWork W2157979199 @default.
- W3213297468 hasRelatedWork W2511703975 @default.
- W3213297468 hasRelatedWork W2592517646 @default.
- W3213297468 hasRelatedWork W2765515037 @default.
- W3213297468 hasRelatedWork W2794115412 @default.
- W3213297468 hasRelatedWork W2888867330 @default.
- W3213297468 hasRelatedWork W2888905826 @default.
- W3213297468 hasRelatedWork W2901389674 @default.
- W3213297468 hasRelatedWork W2921454230 @default.
- W3213297468 hasRelatedWork W2952439033 @default.
- W3213297468 hasRelatedWork W2956684337 @default.
- W3213297468 hasRelatedWork W2966495887 @default.
- W3213297468 hasRelatedWork W2968860781 @default.
- W3213297468 hasRelatedWork W2984166897 @default.
- W3213297468 hasRelatedWork W3010128333 @default.
- W3213297468 hasRelatedWork W3011189484 @default.
- W3213297468 hasRelatedWork W3025715166 @default.
- W3213297468 hasVolume "8669" @default.
- W3213297468 isParatext "false" @default.
- W3213297468 isRetracted "false" @default.
- W3213297468 magId "3213297468" @default.
- W3213297468 workType "article" @default.