FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2013424943> ?p ?o ?g. }

• W2013424943 abstract "The level set approach to segmentation of medical images has received considerable attention in recent years. Evolving an initial contour to converge to anatomical boundaries of an organ or tumor is a very appealing method, especially when it is based on a well-defined mathematical foundation. However, one drawback of such evolving method is its high computation time. It is desirable to design and implement algorithms that are not only accurate and robust but also fast in execution. Bresson et al. have proposed a variational model using both boundary and region information as well as shape priors. The latter can be a significant factor in medical image analysis. In this work, we combine the variational model of level set with a multi-resolution approach to accelerate the processing. The question is whether a multi-resolution context can make the segmentation faster without affecting the accuracy. As well, we investigate the question whether a premature convergence, which happens in a much shorter time, would reduce accuracy. We examine multiple semiautomated configurations to segment the prostate gland in T2W MR images. Comprehensive experimentation is conducted using a data set of a 100 patients (1,235 images) to verify the effectiveness of the multi-resolution level set with shape priors. The results show that the convergence speed can be increased by a factor of ≈ 2.5 without affecting the segmentation accuracy. Furthermore, a premature convergence approach drastically increases the segmentation speed by a factor of ≈ 17.9." @default.
• W2013424943 created "2016-06-24" @default.
• W2013424943 creator A5038566332 @default.
• W2013424943 creator A5043297335 @default.
• W2013424943 creator A5077727968 @default.
• W2013424943 date "2014-05-28" @default.
• W2013424943 modified "2023-10-18" @default.
• W2013424943 title "Multi-Resolution Level Sets with Shape Priors: A Validation Report for 2D Segmentation of Prostate Gland in T2W MR Images" @default.
• W2013424943 cites W1498698588 @default.
• W2013424943 cites W1524672664 @default.
• W2013424943 cites W1570445576 @default.
• W2013424943 cites W1589180502 @default.
• W2013424943 cites W1598680799 @default.
• W2013424943 cites W1864241725 @default.
• W2013424943 cites W1987869189 @default.
• W2013424943 cites W1991113069 @default.
• W2013424943 cites W1993949781 @default.
• W2013424943 cites W2002886143 @default.
• W2013424943 cites W2043075535 @default.
• W2013424943 cites W2051460170 @default.
• W2013424943 cites W2052479847 @default.
• W2013424943 cites W2053890719 @default.
• W2013424943 cites W2054335734 @default.
• W2013424943 cites W2056370875 @default.
• W2013424943 cites W2067678991 @default.
• W2013424943 cites W2067953345 @default.
• W2013424943 cites W2078008395 @default.
• W2013424943 cites W2083085512 @default.
• W2013424943 cites W2090426589 @default.
• W2013424943 cites W2101180054 @default.
• W2013424943 cites W2103504761 @default.
• W2013424943 cites W2103774398 @default.
• W2013424943 cites W2109011174 @default.
• W2013424943 cites W2114388943 @default.
• W2013424943 cites W2114487471 @default.
• W2013424943 cites W2116040950 @default.
• W2013424943 cites W2125374298 @default.
• W2013424943 cites W2128491350 @default.
• W2013424943 cites W2130628465 @default.
• W2013424943 cites W2134820502 @default.
• W2013424943 cites W2139271254 @default.
• W2013424943 cites W2141787796 @default.
• W2013424943 cites W2144133758 @default.
• W2013424943 cites W2144377234 @default.
• W2013424943 cites W2147427282 @default.
• W2013424943 cites W2148395215 @default.
• W2013424943 cites W2149184914 @default.
• W2013424943 cites W2153165599 @default.
• W2013424943 cites W2155617561 @default.
• W2013424943 cites W2157115053 @default.
• W2013424943 cites W2160754664 @default.
• W2013424943 cites W2161237731 @default.
• W2013424943 cites W2164239892 @default.
• W2013424943 cites W2164900196 @default.
• W2013424943 cites W2165734775 @default.
• W2013424943 cites W3011413250 @default.
• W2013424943 cites W3211330693 @default.
• W2013424943 doi "https://doi.org/10.1007/s10278-014-9701-4" @default.
• W2013424943 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/4391066" @default.
• W2013424943 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/24865859" @default.
• W2013424943 hasPublicationYear "2014" @default.
• W2013424943 type Work @default.
• W2013424943 sameAs 2013424943 @default.
• W2013424943 citedByCount "6" @default.
• W2013424943 countsByYear W20134249432015 @default.
• W2013424943 countsByYear W20134249432016 @default.
• W2013424943 countsByYear W20134249432017 @default.
• W2013424943 countsByYear W20134249432020 @default.
• W2013424943 crossrefType "journal-article" @default.
• W2013424943 hasAuthorship W2013424943A5038566332 @default.
• W2013424943 hasAuthorship W2013424943A5043297335 @default.
• W2013424943 hasAuthorship W2013424943A5077727968 @default.
• W2013424943 hasBestOaLocation W20134249432 @default.
• W2013424943 hasConcept C107673813 @default.
• W2013424943 hasConcept C11413529 @default.
• W2013424943 hasConcept C124504099 @default.
• W2013424943 hasConcept C125269122 @default.
• W2013424943 hasConcept C134306372 @default.
• W2013424943 hasConcept C151730666 @default.
• W2013424943 hasConcept C153008295 @default.
• W2013424943 hasConcept C153180895 @default.
• W2013424943 hasConcept C154945302 @default.
• W2013424943 hasConcept C162324750 @default.
• W2013424943 hasConcept C177264268 @default.
• W2013424943 hasConcept C177769412 @default.
• W2013424943 hasConcept C199360897 @default.
• W2013424943 hasConcept C2777303404 @default.
• W2013424943 hasConcept C2779343474 @default.
• W2013424943 hasConcept C31601959 @default.
• W2013424943 hasConcept C31972630 @default.
• W2013424943 hasConcept C33923547 @default.
• W2013424943 hasConcept C41008148 @default.
• W2013424943 hasConcept C50522688 @default.
• W2013424943 hasConcept C62354387 @default.
• W2013424943 hasConcept C65885262 @default.
• W2013424943 hasConcept C86803240 @default.
• W2013424943 hasConcept C89600930 @default.
• W2013424943 hasConceptScore W2013424943C107673813 @default.
• W2013424943 hasConceptScore W2013424943C11413529 @default.
• W2013424943 hasConceptScore W2013424943C124504099 @default.

• next