Matches in SemOpenAlex for { <https://semopenalex.org/work/W4289523916> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W4289523916 endingPage "3632" @default.
- W4289523916 startingPage "3623" @default.
- W4289523916 abstract "The type and ratio of abnormal red blood cells (RBCs) in blood can be identified through peripheral blood smear test. Accurate classification is important because the accompanying diseases indicated by abnormal RBCs vary. In clinical practice, this task is time-consuming because the RBCs are manually classified. In addition, because the classification depends on the subjective criteria of pathologists, objective classification is difficult to achieve. In this paper, an automatic classification method that is solely based on images of RBCs captured under a microscope and processed using machine learning (ML) is proposed. The size and hemoglobin abnormalities of RBCs were classified by optimizing the criteria used in clinical practice. For morphologically abnormal RBCs classification, used seven geometric features information (major axis, minor axis, ratio of major and minor axis, perimeter, circularity, number of convex hulls, difference between area and convex area) and five types of multiple classifiers (Support Vector Machine, Decision Tree, K-Nearest Neighbor, Random Forest, and Adaboost models). Among was categorized using SVM, highly accurate results (99.9%) were obtained. The classification is performed simultaneously, and results are provided to the user through a graphical user interface (GUI)." @default.
- W4289523916 created "2022-08-03" @default.
- W4289523916 creator A5011999891 @default.
- W4289523916 creator A5013678448 @default.
- W4289523916 creator A5052068209 @default.
- W4289523916 creator A5066906497 @default.
- W4289523916 date "2022-08-02" @default.
- W4289523916 modified "2023-10-14" @default.
- W4289523916 title "Automatic analysis system for abnormal red blood cells in peripheral blood smears" @default.
- W4289523916 cites W1976744213 @default.
- W4289523916 cites W1985771694 @default.
- W4289523916 cites W2004226906 @default.
- W4289523916 cites W2080668963 @default.
- W4289523916 cites W2143344700 @default.
- W4289523916 cites W2503433586 @default.
- W4289523916 cites W2535364689 @default.
- W4289523916 cites W2735947739 @default.
- W4289523916 cites W2889985719 @default.
- W4289523916 cites W2911198546 @default.
- W4289523916 cites W2913099704 @default.
- W4289523916 cites W2955141036 @default.
- W4289523916 cites W2981544556 @default.
- W4289523916 cites W3009392671 @default.
- W4289523916 cites W3010540599 @default.
- W4289523916 cites W3018390513 @default.
- W4289523916 cites W3036279012 @default.
- W4289523916 cites W3039571811 @default.
- W4289523916 cites W3080710258 @default.
- W4289523916 cites W3084183795 @default.
- W4289523916 cites W3190630416 @default.
- W4289523916 cites W3205890828 @default.
- W4289523916 cites W4207016125 @default.
- W4289523916 doi "https://doi.org/10.1002/jemt.24215" @default.
- W4289523916 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/35916360" @default.
- W4289523916 hasPublicationYear "2022" @default.
- W4289523916 type Work @default.
- W4289523916 citedByCount "0" @default.
- W4289523916 crossrefType "journal-article" @default.
- W4289523916 hasAuthorship W4289523916A5011999891 @default.
- W4289523916 hasAuthorship W4289523916A5013678448 @default.
- W4289523916 hasAuthorship W4289523916A5052068209 @default.
- W4289523916 hasAuthorship W4289523916A5066906497 @default.
- W4289523916 hasConcept C112680207 @default.
- W4289523916 hasConcept C12267149 @default.
- W4289523916 hasConcept C141404830 @default.
- W4289523916 hasConcept C153180895 @default.
- W4289523916 hasConcept C154945302 @default.
- W4289523916 hasConcept C169258074 @default.
- W4289523916 hasConcept C203014093 @default.
- W4289523916 hasConcept C206194317 @default.
- W4289523916 hasConcept C2524010 @default.
- W4289523916 hasConcept C3017910909 @default.
- W4289523916 hasConcept C33923547 @default.
- W4289523916 hasConcept C41008148 @default.
- W4289523916 hasConcept C71924100 @default.
- W4289523916 hasConcept C84525736 @default.
- W4289523916 hasConcept C98503990 @default.
- W4289523916 hasConceptScore W4289523916C112680207 @default.
- W4289523916 hasConceptScore W4289523916C12267149 @default.
- W4289523916 hasConceptScore W4289523916C141404830 @default.
- W4289523916 hasConceptScore W4289523916C153180895 @default.
- W4289523916 hasConceptScore W4289523916C154945302 @default.
- W4289523916 hasConceptScore W4289523916C169258074 @default.
- W4289523916 hasConceptScore W4289523916C203014093 @default.
- W4289523916 hasConceptScore W4289523916C206194317 @default.
- W4289523916 hasConceptScore W4289523916C2524010 @default.
- W4289523916 hasConceptScore W4289523916C3017910909 @default.
- W4289523916 hasConceptScore W4289523916C33923547 @default.
- W4289523916 hasConceptScore W4289523916C41008148 @default.
- W4289523916 hasConceptScore W4289523916C71924100 @default.
- W4289523916 hasConceptScore W4289523916C84525736 @default.
- W4289523916 hasConceptScore W4289523916C98503990 @default.
- W4289523916 hasFunder F4320322120 @default.
- W4289523916 hasFunder F4320328359 @default.
- W4289523916 hasIssue "11" @default.
- W4289523916 hasLocation W42895239161 @default.
- W4289523916 hasLocation W42895239162 @default.
- W4289523916 hasOpenAccess W4289523916 @default.
- W4289523916 hasPrimaryLocation W42895239161 @default.
- W4289523916 hasRelatedWork W1970646112 @default.
- W4289523916 hasRelatedWork W1977612671 @default.
- W4289523916 hasRelatedWork W2064010689 @default.
- W4289523916 hasRelatedWork W2075768481 @default.
- W4289523916 hasRelatedWork W2141272333 @default.
- W4289523916 hasRelatedWork W2488601361 @default.
- W4289523916 hasRelatedWork W2999818717 @default.
- W4289523916 hasRelatedWork W4235563942 @default.
- W4289523916 hasRelatedWork W4297493199 @default.
- W4289523916 hasRelatedWork W4316340007 @default.
- W4289523916 hasVolume "85" @default.
- W4289523916 isParatext "false" @default.
- W4289523916 isRetracted "false" @default.
- W4289523916 workType "article" @default.