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

Kamulegeya R, Nabatanzi R, Semugenze D, Mugala F, Takuwa M, Nasinghe E, Musinguzi D, Namiiro S, Katumba A, Ssengooba W, Nakatumba-Nabende J, Kivunike FN, Kateete DP

Open source

DOI: 10.1371/journal.pone.0355124
Published: 2026
Container: PloS one
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1371/journal.pone.0355124,
  title = {Artificial Intelligence and Machine Learning-based prediction of tuberculosis treatment failure: A systematic review and meta-analysis.},
  author = {Kamulegeya R and Nabatanzi R and Semugenze D and Mugala F and Takuwa M and Nasinghe E and Musinguzi D and Namiiro S and Katumba A and Ssengooba W and Nakatumba-Nabende J and Kivunike FN and Kateete DP},
  year = {2026},
  journal = {PloS one},
  doi = {10.1371/journal.pone.0355124},
  url = {https://doi.org/10.1371/journal.pone.0355124}
}

RIS

TY  - JOUR
TI  - Artificial Intelligence and Machine Learning-based prediction of tuberculosis treatment failure: A systematic review and meta-analysis.
AU  - Kamulegeya R
AU  - Nabatanzi R
AU  - Semugenze D
AU  - Mugala F
AU  - Takuwa M
AU  - Nasinghe E
AU  - Musinguzi D
AU  - Namiiro S
AU  - Katumba A
AU  - Ssengooba W
AU  - Nakatumba-Nabende J
AU  - Kivunike FN
AU  - Kateete DP
PY  - 2026
JO  - PloS one
DO  - 10.1371/journal.pone.0355124
UR  - https://doi.org/10.1371/journal.pone.0355124
ER  -

APA

R, K., R, N., D, S., F, M., M, T., E, N., D, M., S, N., A, K., W, S., J, N., FN, K., & DP, K. (2026). Artificial Intelligence and Machine Learning-based prediction of tuberculosis treatment failure: A systematic review and meta-analysis.. PloS one. https://doi.org/10.1371/journal.pone.0355124

Source records

pubmed · retrieved 2026-09-25T10:25:21.484Z