FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1909740415> ?p ?o ?g. }

• W1909740415 abstract "Medical Image segmentation is an important image processing step. Comparing images to evaluate the quality of segmentation is an essential part of measuring progress in this research area. Some of the challenges in evaluating medical segmentation are: metric selection, the use in the literature of multiple definitions for certain metrics, inefficiency of the metric calculation implementations leading to difficulties with large volumes, and lack of support for fuzzy segmentation by existing metrics.First we present an overview of 20 evaluation metrics selected based on a comprehensive literature review. For fuzzy segmentation, which shows the level of membership of each voxel to multiple classes, fuzzy definitions of all metrics are provided. We present a discussion about metric properties to provide a guide for selecting evaluation metrics. Finally, we propose an efficient evaluation tool implementing the 20 selected metrics. The tool is optimized to perform efficiently in terms of speed and required memory, also if the image size is extremely large as in the case of whole body MRI or CT volume segmentation. An implementation of this tool is available as an open source project.We propose an efficient evaluation tool for 3D medical image segmentation using 20 evaluation metrics and provide guidelines for selecting a subset of these metrics that is suitable for the data and the segmentation task." @default.
• W1909740415 created "2016-06-24" @default.
• W1909740415 creator A5020665735 @default.
• W1909740415 creator A5035974041 @default.
• W1909740415 date "2015-08-12" @default.
• W1909740415 modified "2023-10-14" @default.
• W1909740415 title "Metrics for evaluating 3D medical image segmentation: analysis, selection, and tool" @default.
• W1909740415 cites W1543465991 @default.
• W1909740415 cites W1604131382 @default.
• W1909740415 cites W1726196700 @default.
• W1909740415 cites W1869192023 @default.
• W1909740415 cites W1874027545 @default.
• W1909740415 cites W1875387157 @default.
• W1909740415 cites W1974098810 @default.
• W1909740415 cites W1979993842 @default.
• W1909740415 cites W1985215121 @default.
• W1909740415 cites W1987869189 @default.
• W1909740415 cites W1993947467 @default.
• W1909740415 cites W1994343730 @default.
• W1909740415 cites W2004779842 @default.
• W1909740415 cites W2009135239 @default.
• W1909740415 cites W2015709686 @default.
• W1909740415 cites W2028344184 @default.
• W1909740415 cites W2033403400 @default.
• W1909740415 cites W2036351969 @default.
• W1909740415 cites W2036924096 @default.
• W1909740415 cites W2053154970 @default.
• W1909740415 cites W2062134774 @default.
• W1909740415 cites W2062696711 @default.
• W1909740415 cites W2066579873 @default.
• W1909740415 cites W2072718576 @default.
• W1909740415 cites W2080326195 @default.
• W1909740415 cites W2089807790 @default.
• W1909740415 cites W2096049976 @default.
• W1909740415 cites W2099111195 @default.
• W1909740415 cites W2101211008 @default.
• W1909740415 cites W2101608218 @default.
• W1909740415 cites W2105796115 @default.
• W1909740415 cites W2106033751 @default.
• W1909740415 cites W2108556791 @default.
• W1909740415 cites W2116654471 @default.
• W1909740415 cites W2121927366 @default.
• W1909740415 cites W2123402141 @default.
• W1909740415 cites W2132984453 @default.
• W1909740415 cites W2134560790 @default.
• W1909740415 cites W2139394146 @default.
• W1909740415 cites W2141403362 @default.
• W1909740415 cites W2147730374 @default.
• W1909740415 cites W2155524176 @default.
• W1909740415 cites W2155653793 @default.
• W1909740415 cites W2157825442 @default.
• W1909740415 cites W2158914083 @default.
• W1909740415 cites W2160754664 @default.
• W1909740415 cites W2160952634 @default.
• W1909740415 cites W2166634394 @default.
• W1909740415 cites W2170938037 @default.
• W1909740415 cites W2317811437 @default.
• W1909740415 cites W2321189037 @default.
• W1909740415 cites W3190752170 @default.
• W1909740415 cites W39360085 @default.
• W1909740415 cites W4234180827 @default.
• W1909740415 cites W4235169531 @default.
• W1909740415 cites W4244644321 @default.
• W1909740415 doi "https://doi.org/10.1186/s12880-015-0068-x" @default.
• W1909740415 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/4533825" @default.
• W1909740415 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/26263899" @default.
• W1909740415 hasPublicationYear "2015" @default.
• W1909740415 type Work @default.
• W1909740415 sameAs 1909740415 @default.
• W1909740415 citedByCount "1395" @default.
• W1909740415 countsByYear W19097404152015 @default.
• W1909740415 countsByYear W19097404152016 @default.
• W1909740415 countsByYear W19097404152017 @default.
• W1909740415 countsByYear W19097404152018 @default.
• W1909740415 countsByYear W19097404152019 @default.
• W1909740415 countsByYear W19097404152020 @default.
• W1909740415 countsByYear W19097404152021 @default.
• W1909740415 countsByYear W19097404152022 @default.
• W1909740415 countsByYear W19097404152023 @default.
• W1909740415 crossrefType "journal-article" @default.
• W1909740415 hasAuthorship W1909740415A5020665735 @default.
• W1909740415 hasAuthorship W1909740415A5035974041 @default.
• W1909740415 hasBestOaLocation W19097404151 @default.
• W1909740415 hasConcept C119857082 @default.
• W1909740415 hasConcept C124101348 @default.
• W1909740415 hasConcept C124504099 @default.
• W1909740415 hasConcept C153180895 @default.
• W1909740415 hasConcept C154945302 @default.
• W1909740415 hasConcept C162324750 @default.
• W1909740415 hasConcept C176217482 @default.
• W1909740415 hasConcept C21547014 @default.
• W1909740415 hasConcept C25694479 @default.
• W1909740415 hasConcept C31601959 @default.
• W1909740415 hasConcept C41008148 @default.
• W1909740415 hasConcept C58166 @default.
• W1909740415 hasConcept C65885262 @default.
• W1909740415 hasConcept C89600930 @default.
• W1909740415 hasConceptScore W1909740415C119857082 @default.
• W1909740415 hasConceptScore W1909740415C124101348 @default.
• W1909740415 hasConceptScore W1909740415C124504099 @default.

• next