View in EDS HTML Full Text PDF Full Text

Machine learning augmented diagnostic testing to identify sources of variability in test performance.

Saved in:
Bibliographic Details
Title: Machine learning augmented diagnostic testing to identify sources of variability in test performance.
Authors: Banks, Christopher Jon1 (AUTHOR), Sanchez, Aeron1 (AUTHOR), Stewart, Vicki2 (AUTHOR), Bowen, Kate2 (AUTHOR), Doherty, Thomas3 (AUTHOR), Tearne, Oliver4 (AUTHOR), Smith, Graham5 (AUTHOR), Kao, Rowland R.1,6 (AUTHOR) rowland.kao@ed.ac.uk
Source: PLoS Computational Biology. 11/4/2025, Vol. 21 Issue 11, p1-12. 12p.
Database: Academic Search Ultimate
Full text is not displayed to guests.
FullText Links:
  – Type: pdflink
Text:
  Availability: 1
Header DbId: asn
DbLabel: Academic Search Ultimate
An: 189091903
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Machine learning augmented diagnostic testing to identify sources of variability in test performance.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22Banks%2C+Christopher+Jon%22">Banks, Christopher Jon</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Sanchez%2C+Aeron%22">Sanchez, Aeron</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Stewart%2C+Vicki%22">Stewart, Vicki</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Bowen%2C+Kate%22">Bowen, Kate</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Doherty%2C+Thomas%22">Doherty, Thomas</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Tearne%2C+Oliver%22">Tearne, Oliver</searchLink><relatesTo>4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Smith%2C+Graham%22">Smith, Graham</searchLink><relatesTo>5</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Kao%2C+Rowland+R%2E%22">Kao, Rowland R.</searchLink><relatesTo>1,6</relatesTo> (AUTHOR)<i> rowland.kao@ed.ac.uk</i>
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22PLoS+Computational+Biology%22">PLoS Computational Biology</searchLink>. 11/4/2025, Vol. 21 Issue 11, p1-12. 12p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=189091903
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1371/journal.pcbi.1013651
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 12
        StartPage: 1
    Titles:
      – TitleFull: Machine learning augmented diagnostic testing to identify sources of variability in test performance.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Banks, Christopher Jon
      – PersonEntity:
          Name:
            NameFull: Sanchez, Aeron
      – PersonEntity:
          Name:
            NameFull: Stewart, Vicki
      – PersonEntity:
          Name:
            NameFull: Bowen, Kate
      – PersonEntity:
          Name:
            NameFull: Doherty, Thomas
      – PersonEntity:
          Name:
            NameFull: Tearne, Oliver
      – PersonEntity:
          Name:
            NameFull: Smith, Graham
      – PersonEntity:
          Name:
            NameFull: Kao, Rowland R.
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 04
              M: 11
              Text: 11/4/2025
              Type: published
              Y: 2025
          Identifiers:
            – Type: issn-print
              Value: 1553734X
          Numbering:
            – Type: volume
              Value: 21
            – Type: issue
              Value: 11
          Titles:
            – TitleFull: PLoS Computational Biology
              Type: main
ResultId 1