View in EDS HTML Full Text PDF Full Text

Artificial Intelligence and Machine Learning-based prediction of tuberculosis treatment failure: A systematic review and meta-analysis.

Saved in:
Bibliographic Details
Title: Artificial Intelligence and Machine Learning-based prediction of tuberculosis treatment failure: A systematic review and meta-analysis.
Authors: Kamulegeya, Rogers1 (AUTHOR), Nabatanzi, Rose1 (AUTHOR), Semugenze, Derrick1,2 (AUTHOR), Mugala, Faridah1 (AUTHOR), Takuwa, Mercy1 (AUTHOR), Nasinghe, Emmanuel1 (AUTHOR), Musinguzi, Denis3 (AUTHOR), Namiiro, Sharon4,5 (AUTHOR), Katumba, Andrew6 (AUTHOR), Ssengooba, Willy1 (AUTHOR), Nakatumba-Nabende, Joyce3 (AUTHOR), Kivunike, Florence Nameere7 (AUTHOR), Kateete, David Patrick1 (AUTHOR) davidkateete@gmail.com
Source: PLoS ONE. 8/17/2026, Vol. 21 Issue 8, p1-22. 22p.
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: 196237423
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Artificial Intelligence and Machine Learning-based prediction of tuberculosis treatment failure: A systematic review and meta-analysis.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22Kamulegeya%2C+Rogers%22">Kamulegeya, Rogers</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Nabatanzi%2C+Rose%22">Nabatanzi, Rose</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Semugenze%2C+Derrick%22">Semugenze, Derrick</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Mugala%2C+Faridah%22">Mugala, Faridah</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Takuwa%2C+Mercy%22">Takuwa, Mercy</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Nasinghe%2C+Emmanuel%22">Nasinghe, Emmanuel</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Musinguzi%2C+Denis%22">Musinguzi, Denis</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Namiiro%2C+Sharon%22">Namiiro, Sharon</searchLink><relatesTo>4,5</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Katumba%2C+Andrew%22">Katumba, Andrew</searchLink><relatesTo>6</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Ssengooba%2C+Willy%22">Ssengooba, Willy</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Nakatumba-Nabende%2C+Joyce%22">Nakatumba-Nabende, Joyce</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Kivunike%2C+Florence+Nameere%22">Kivunike, Florence Nameere</searchLink><relatesTo>7</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Kateete%2C+David+Patrick%22">Kateete, David Patrick</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> davidkateete@gmail.com</i>
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22PLoS+ONE%22">PLoS ONE</searchLink>. 8/17/2026, Vol. 21 Issue 8, p1-22. 22p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=196237423
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1371/journal.pone.0355124
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 22
        StartPage: 1
    Titles:
      – TitleFull: Artificial Intelligence and Machine Learning-based prediction of tuberculosis treatment failure: A systematic review and meta-analysis.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Kamulegeya, Rogers
      – PersonEntity:
          Name:
            NameFull: Nabatanzi, Rose
      – PersonEntity:
          Name:
            NameFull: Semugenze, Derrick
      – PersonEntity:
          Name:
            NameFull: Mugala, Faridah
      – PersonEntity:
          Name:
            NameFull: Takuwa, Mercy
      – PersonEntity:
          Name:
            NameFull: Nasinghe, Emmanuel
      – PersonEntity:
          Name:
            NameFull: Musinguzi, Denis
      – PersonEntity:
          Name:
            NameFull: Namiiro, Sharon
      – PersonEntity:
          Name:
            NameFull: Katumba, Andrew
      – PersonEntity:
          Name:
            NameFull: Ssengooba, Willy
      – PersonEntity:
          Name:
            NameFull: Nakatumba-Nabende, Joyce
      – PersonEntity:
          Name:
            NameFull: Kivunike, Florence Nameere
      – PersonEntity:
          Name:
            NameFull: Kateete, David Patrick
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 17
              M: 08
              Text: 8/17/2026
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-print
              Value: 19326203
          Numbering:
            – Type: volume
              Value: 21
            – Type: issue
              Value: 8
          Titles:
            – TitleFull: PLoS ONE
              Type: main
ResultId 1