Automation and artificial intelligence in the clinical laboratory.

The daily operation of clinical laboratories will be drastically impacted by two disruptive technologies: automation and artificial intelligence (the development and use of computer systems able to perform tasks that normally require human intelligence). These technologies will also expand the scope...

Descripción completa

Detalles Bibliográficos
Publicado en:Critical Reviews in Clinical Laboratory Sciences Vol. 56; no. 2; pp. 98 - 111
Autores principales: Naugler, Christopher, Church, Deirdre L.
Formato: pictorial review tables/charts Journal Article
Publicado: Taylor & Francis Ltd Mar2019
Acceso en línea:Ver este registro en EBSCOhost
fields @attributes:
  recordID: 1
pdfLink:
plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=135862730&site=ehost-live
header:
  @attributes:
    shortDbName: ccm
    uiTerm: 135862730
    longDbName: CINAHL Complete
    uiTag: AN
  controlInfo:
    bkinfo:
    dissinfo:
    jinfo:
      jid:
        10408363
        1AV
      jtl: Critical Reviews in Clinical Laboratory Sciences
      issn: 10408363
      maglogo: Y
    pubinfo:
      dt: Mar2019
      vid: 56
      iid: 2
      pid: 377
      pub: Taylor & Francis Ltd
      place: Philadelphia, Pennsylvania
    artinfo:
      ui:
        135862730
        135862730
        135862730
        10.1080/10408363.2018.1561640
        135862730
      ppf: 98
      ppct: 13
      formats:
        fmt:
          – @attributes:
              type: T
          – @attributes:
              type: P
      tig:
        atl: Automation and artificial intelligence in the clinical laboratory.
      aug:
        au:
          Naugler, Christopher
          Church, Deirdre L.
        affil: Department of Pathology and Laboratory Medicine, University of Calgary, Calgary, Canada
      sug:
        subj:
          Automation, Laboratory
          Artificial Intelligence
          Clinical Laboratories
          Workforce
          Individualized Medicine
          Pathology, Clinical
          Models, Theoretical
          Facility Design and Construction
      ab: The daily operation of clinical laboratories will be drastically impacted by two disruptive technologies: automation and artificial intelligence (the development and use of computer systems able to perform tasks that normally require human intelligence). These technologies will also expand the scope of laboratory medicine. Automation will result in increased efficiency but will require changes to laboratory infrastructure and a shift in workforce training requirements. The application of artificial intelligence to large clinical datasets generated through increased automation will lead to the development of new diagnostic and prognostic models. Together, automation and artificial intelligence will support the move to personalized medicine. Changes in pathology and clinical doctoral scientist training will be necessary to fully participate in these changes. KEYWORDS: Automation; artificial intelligence; deep learning; laboratory medicine
      pubtype: Academic Journal
      doctype:
        pictorial
        review
        tables/charts
        Journal Article
      ougenre: Article
    language: English
    refInfo:
    holdings:
      @attributes:
        islocal: N