The Challenges of Predicting Rare Outcomes: A Critical Appraisal of Machine Learning Using the Pediatric Resuscitation and Trauma Outcome (PRESTO) Model in a Tanzanian Injury Registry

Joao Vitor Perez de Souza, Elizabeth M. Keating, William Nkenguye, Rosalia Njau, Happiness Kajoka, Pollyana Coelho Pessoa Santos, Edwin Joseph Shewiyo, Catherine A. Staton, Blandina T. Mmbaga, Joao Ricardo Nickenig Vissoci

Open source

DOI
10.1002/wjs.70553
Published
2026-09-03
Container
World Journal of Surgery
Publisher
Wiley
Open access
unknown

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BibTeX

@article{allodium:10.1002/wjs.70553,
  title = {The Challenges of Predicting Rare Outcomes: A Critical Appraisal of Machine Learning Using the Pediatric Resuscitation and Trauma Outcome (PRESTO) Model in a Tanzanian Injury Registry},
  author = {Joao Vitor Perez de Souza and Elizabeth M. Keating and William Nkenguye and Rosalia Njau and Happiness Kajoka and Pollyana Coelho Pessoa Santos and Edwin Joseph Shewiyo and Catherine A. Staton and Blandina T. Mmbaga and Joao Ricardo Nickenig Vissoci},
  year = {2026},
  journal = {World Journal of Surgery},
  doi = {10.1002/wjs.70553},
  url = {https://doi.org/10.1002/wjs.70553}
}

RIS

TY  - JOUR
TI  - The Challenges of Predicting Rare Outcomes: A Critical Appraisal of Machine Learning Using the Pediatric Resuscitation and Trauma Outcome (PRESTO) Model in a Tanzanian Injury Registry
AU  - Joao Vitor Perez de Souza
AU  - Elizabeth M. Keating
AU  - William Nkenguye
AU  - Rosalia Njau
AU  - Happiness Kajoka
AU  - Pollyana Coelho Pessoa Santos
AU  - Edwin Joseph Shewiyo
AU  - Catherine A. Staton
AU  - Blandina T. Mmbaga
AU  - Joao Ricardo Nickenig Vissoci
PY  - 2026
JO  - World Journal of Surgery
DO  - 10.1002/wjs.70553
UR  - https://doi.org/10.1002/wjs.70553
ER  - 

APA

Souza, J. V. P. D., Keating, E. M., Nkenguye, W., Njau, R., Kajoka, H., Santos, P. C. P., Shewiyo, E. J., Staton, C. A., Mmbaga, B. T., & Vissoci, J. R. N. (2026). The Challenges of Predicting Rare Outcomes: A Critical Appraisal of Machine Learning Using the Pediatric Resuscitation and Trauma Outcome (PRESTO) Model in a Tanzanian Injury Registry. World Journal of Surgery. https://doi.org/10.1002/wjs.70553

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