FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2495430411> ?p ?o ?g. }

• W2495430411 endingPage "e22024" @default.
• W2495430411 startingPage "e22024" @default.
• W2495430411 abstract "Automated peripheral blood (PB) image analyzers usually underestimate the total number of blast cells, mixing them up with reactive or normal lymphocytes. Therefore, they are not able to discriminate between myeloid or lymphoid blast cell lineages. The objective of the proposed work is to achieve automatic discrimination of reactive lymphoid cells (RLC), lymphoid and myeloid blast cells and to obtain their morphologic patterns through feature analysis.In the training stage, a set of 696 blood cell images was selected in 32 patients (myeloid acute leukemia, lymphoid precursor neoplasms and viral or other infections). For classification, we used support vector machines, testing different combinations of feature categories and feature selection techniques. Further, a validation was implemented using the selected features over 220 images from 15 new patients (five corresponding to each category).Best discrimination accuracy in the training was obtained with feature selection from the whole feature set (90.1%). We selected 60 features, showing significant differences (P < 0.001) in the mean values of the different cell groups. Nucleus-cytoplasm ratio was the most important feature for the cell classification, and color-texture features from the cytoplasm were also important. In the validation stage, the overall classification accuracy and the true-positive rates for RLC, myeloid and lymphoid blast cells were 80%, 85%, 82% and 74%, respectively.The methodology appears to be able to recognize reactive lymphocytes well, especially between reactive lymphocytes and lymphoblasts." @default.
• W2495430411 created "2016-08-23" @default.
• W2495430411 creator A5012433043 @default.
• W2495430411 creator A5024941738 @default.
• W2495430411 creator A5062827942 @default.
• W2495430411 creator A5070753206 @default.
• W2495430411 date "2016-07-18" @default.
• W2495430411 modified "2023-10-18" @default.
• W2495430411 title "Feature Analysis and Automatic Identification of Leukemic Lineage Blast Cells and Reactive Lymphoid Cells from Peripheral Blood Cell Images" @default.
• W2495430411 cites W1590583116 @default.
• W2495430411 cites W1669843878 @default.
• W2495430411 cites W1973880112 @default.
• W2495430411 cites W1979159352 @default.
• W2495430411 cites W1994967090 @default.
• W2495430411 cites W2011406694 @default.
• W2495430411 cites W2044465660 @default.
• W2495430411 cites W2058915639 @default.
• W2495430411 cites W2127596845 @default.
• W2495430411 cites W2138900420 @default.
• W2495430411 cites W2146200351 @default.
• W2495430411 cites W2152690055 @default.
• W2495430411 cites W2153635508 @default.
• W2495430411 cites W2171668558 @default.
• W2495430411 cites W2306284279 @default.
• W2495430411 cites W2496135719 @default.
• W2495430411 cites W2541469886 @default.
• W2495430411 cites W2543979670 @default.
• W2495430411 cites W3099514962 @default.
• W2495430411 cites W2119833085 @default.
• W2495430411 doi "https://doi.org/10.1002/jcla.22024" @default.
• W2495430411 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/6817297" @default.
• W2495430411 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/27427422" @default.
• W2495430411 hasPublicationYear "2016" @default.
• W2495430411 type Work @default.
• W2495430411 sameAs 2495430411 @default.
• W2495430411 citedByCount "32" @default.
• W2495430411 countsByYear W24954304112017 @default.
• W2495430411 countsByYear W24954304112018 @default.
• W2495430411 countsByYear W24954304112019 @default.
• W2495430411 countsByYear W24954304112020 @default.
• W2495430411 countsByYear W24954304112021 @default.
• W2495430411 countsByYear W24954304112022 @default.
• W2495430411 countsByYear W24954304112023 @default.
• W2495430411 crossrefType "journal-article" @default.
• W2495430411 hasAuthorship W2495430411A5012433043 @default.
• W2495430411 hasAuthorship W2495430411A5024941738 @default.
• W2495430411 hasAuthorship W2495430411A5062827942 @default.
• W2495430411 hasAuthorship W2495430411A5070753206 @default.
• W2495430411 hasBestOaLocation W24954304112 @default.
• W2495430411 hasConcept C113842279 @default.
• W2495430411 hasConcept C124964019 @default.
• W2495430411 hasConcept C138885662 @default.
• W2495430411 hasConcept C142724271 @default.
• W2495430411 hasConcept C148483581 @default.
• W2495430411 hasConcept C1491633281 @default.
• W2495430411 hasConcept C153180895 @default.
• W2495430411 hasConcept C154945302 @default.
• W2495430411 hasConcept C203014093 @default.
• W2495430411 hasConcept C2776401178 @default.
• W2495430411 hasConcept C2779282312 @default.
• W2495430411 hasConcept C41008148 @default.
• W2495430411 hasConcept C41895202 @default.
• W2495430411 hasConcept C54355233 @default.
• W2495430411 hasConcept C71924100 @default.
• W2495430411 hasConcept C81885089 @default.
• W2495430411 hasConcept C86803240 @default.
• W2495430411 hasConceptScore W2495430411C113842279 @default.
• W2495430411 hasConceptScore W2495430411C124964019 @default.
• W2495430411 hasConceptScore W2495430411C138885662 @default.
• W2495430411 hasConceptScore W2495430411C142724271 @default.
• W2495430411 hasConceptScore W2495430411C148483581 @default.
• W2495430411 hasConceptScore W2495430411C1491633281 @default.
• W2495430411 hasConceptScore W2495430411C153180895 @default.
• W2495430411 hasConceptScore W2495430411C154945302 @default.
• W2495430411 hasConceptScore W2495430411C203014093 @default.
• W2495430411 hasConceptScore W2495430411C2776401178 @default.
• W2495430411 hasConceptScore W2495430411C2779282312 @default.
• W2495430411 hasConceptScore W2495430411C41008148 @default.
• W2495430411 hasConceptScore W2495430411C41895202 @default.
• W2495430411 hasConceptScore W2495430411C54355233 @default.
• W2495430411 hasConceptScore W2495430411C71924100 @default.
• W2495430411 hasConceptScore W2495430411C81885089 @default.
• W2495430411 hasConceptScore W2495430411C86803240 @default.
• W2495430411 hasFunder F4320321837 @default.
• W2495430411 hasIssue "2" @default.
• W2495430411 hasLocation W24954304111 @default.
• W2495430411 hasLocation W24954304112 @default.
• W2495430411 hasLocation W24954304113 @default.
• W2495430411 hasLocation W24954304114 @default.
• W2495430411 hasOpenAccess W2495430411 @default.
• W2495430411 hasPrimaryLocation W24954304111 @default.
• W2495430411 hasRelatedWork W1893574932 @default.
• W2495430411 hasRelatedWork W2068926092 @default.
• W2495430411 hasRelatedWork W2080380231 @default.
• W2495430411 hasRelatedWork W2106675618 @default.
• W2495430411 hasRelatedWork W2107048135 @default.
• W2495430411 hasRelatedWork W2295032739 @default.
• W2495430411 hasRelatedWork W2374344280 @default.

• next