Machine‐learning prediction of urine‐culture positivity in a multicentre test‐ordered cohort: Model development and internal validation

Isaac Samir Wasfy, Jamal Ahmad, Hany Elsegeay, Mohamed F. Elebiary, Ahmed Haty, Eman M. El‐Dydamony, Ahmed Mohamed Soliman, Ahmed Alrefaey, Hesham Abozied, Mohamed Algammal, Hossam A. Shouman, Maha M. Elzamek, Ahmed Abdel Galil Saleh, Ahmed Fetyan Abdelazim Shafi, Osama Mostafa Abdalla Mohamed

Open source

DOI
10.1002/bco2.70280
Published
2026-09
Container
BJUI Compass
Publisher
Wiley
Open access
unknown

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BibTeX

@article{allodium:10.1002/bco2.70280,
  title = {Machine‐learning prediction of urine‐culture positivity in a multicentre test‐ordered cohort: Model development and internal validation},
  author = {Isaac Samir Wasfy and Jamal Ahmad and Hany Elsegeay and Mohamed F. Elebiary and Ahmed Haty and Eman M. El‐Dydamony and Ahmed Mohamed Soliman and Ahmed Alrefaey and Hesham Abozied and Mohamed Algammal and Hossam A. Shouman and Maha M. Elzamek and Ahmed Abdel Galil Saleh and Ahmed Fetyan Abdelazim Shafi and Osama Mostafa Abdalla Mohamed},
  year = {2026},
  journal = {BJUI Compass},
  doi = {10.1002/bco2.70280},
  url = {https://doi.org/10.1002/bco2.70280}
}

RIS

TY  - JOUR
TI  - Machine‐learning prediction of urine‐culture positivity in a multicentre test‐ordered cohort: Model development and internal validation
AU  - Isaac Samir Wasfy
AU  - Jamal Ahmad
AU  - Hany Elsegeay
AU  - Mohamed F. Elebiary
AU  - Ahmed Haty
AU  - Eman M. El‐Dydamony
AU  - Ahmed Mohamed Soliman
AU  - Ahmed Alrefaey
AU  - Hesham Abozied
AU  - Mohamed Algammal
AU  - Hossam A. Shouman
AU  - Maha M. Elzamek
AU  - Ahmed Abdel Galil Saleh
AU  - Ahmed Fetyan Abdelazim Shafi
AU  - Osama Mostafa Abdalla Mohamed
PY  - 2026
JO  - BJUI Compass
DO  - 10.1002/bco2.70280
UR  - https://doi.org/10.1002/bco2.70280
ER  - 

APA

Wasfy, I. S., Ahmad, J., Elsegeay, H., Elebiary, M. F., Haty, A., El‐Dydamony, E. M., Soliman, A. M., Alrefaey, A., Abozied, H., Algammal, M., Shouman, H. A., Elzamek, M. M., Saleh, A. A. G., Shafi, A. F. A., & Mohamed, O. M. A. (2026). Machine‐learning prediction of urine‐culture positivity in a multicentre test‐ordered cohort: Model development and internal validation. BJUI Compass. https://doi.org/10.1002/bco2.70280

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