Comparison of an ensemble machine learning model to a Cox regression model to predict colorectal cancer risk among people with HIV using retrospective nationwide cohort data in Sweden: a study protocol.
- DOI
- 10.1136/bmjopen-2025-108693
- Published
- 2026 Sep 9
- Container
- BMJ open
- Publisher
- Not recorded
- Open access
- yes
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Cite this work
BibTeX
@article{allodium:10.1136/bmjopen-2025-108693,
title = {Comparison of an ensemble machine learning model to a Cox regression model to predict colorectal cancer risk among people with HIV using retrospective nationwide cohort data in Sweden: a study protocol.},
author = {Nilsson J and Deng Y and Elvstam O and Killander-Möller I and Lei J and Mansson F and Naucler P and Nygren J and Ruhe-van der Werff S and Wagner P and Yilmaz A and Brännström J and Boman M and Carlander C},
year = {2026},
journal = {BMJ open},
doi = {10.1136/bmjopen-2025-108693},
url = {https://doi.org/10.1136/bmjopen-2025-108693}
}RIS
TY - JOUR TI - Comparison of an ensemble machine learning model to a Cox regression model to predict colorectal cancer risk among people with HIV using retrospective nationwide cohort data in Sweden: a study protocol. AU - Nilsson J AU - Deng Y AU - Elvstam O AU - Killander-Möller I AU - Lei J AU - Mansson F AU - Naucler P AU - Nygren J AU - Ruhe-van der Werff S AU - Wagner P AU - Yilmaz A AU - Brännström J AU - Boman M AU - Carlander C PY - 2026 JO - BMJ open DO - 10.1136/bmjopen-2025-108693 UR - https://doi.org/10.1136/bmjopen-2025-108693 ER -
APA
J, N., Y, D., O, E., I, K., J, L., F, M., P, N., J, N., S, R. D. W., P, W., A, Y., J, B., M, B., & C, C. (2026). Comparison of an ensemble machine learning model to a Cox regression model to predict colorectal cancer risk among people with HIV using retrospective nationwide cohort data in Sweden: a study protocol.. BMJ open. https://doi.org/10.1136/bmjopen-2025-108693
Source records
- pubmed · retrieved 2026-09-25T18:38:48.278Z
- europe-pmc · retrieved 2026-09-25T18:38:48.268Z
- doaj · retrieved 2026-09-25T18:38:48.275Z