Automated Analysis of Blood Cell Images leaf node


URI

https://openalex.org/T12874

Label

Automated Analysis of Blood Cell Images

Description

This cluster of papers focuses on the automated analysis of blood cell images, particularly in the context of detecting malaria parasites and classifying leukemia. The research utilizes techniques such as image processing, convolutional neural networks, and machine learning for tasks including white blood cell segmentation, feature extraction, and automated diagnosis from microscopic blood images.

Implementation

@prefix oasubfields: <https://openalex.org/subfields/> .
@prefix openalex: <https://lambdamusic.github.io/openalex-hacks/ontology/> .
@prefix owl: <http://www.w3.org/2002/07/owl#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix skos: <http://www.w3.org/2004/02/skos/core#> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .

<https://openalex.org/T12874> a skos:Concept ;
    rdfs:label "Automated Analysis of Blood Cell Images"@en ;
    rdfs:isDefinedBy openalex: ;
    owl:sameAs <https://en.wikipedia.org/wiki/Medical_image_analysis>,
        <https://openalex.org/T12874> ;
    skos:broader oasubfields:1707 ;
    skos:definition "This cluster of papers focuses on the automated analysis of blood cell images, particularly in the context of detecting malaria parasites and classifying leukemia. The research utilizes techniques such as image processing, convolutional neural networks, and machine learning for tasks including white blood cell segmentation, feature extraction, and automated diagnosis from microscopic blood images."@en ;
    skos:inScheme openalex: ;
    skos:prefLabel "Automated Analysis of Blood Cell Images"@en ;
    openalex:cited_by_count 129016 ;
    openalex:works_count 21222 .