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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

By Josefin Nilsson, Yunyang Deng, Olof Elvstam, Show 10 more authorsChristina Carlander
Figure 1. Diagram illustrating study inclusion process.
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Figure 1. Diagram illustrating study inclusion process.Diagram illustrating study inclusion process.Nilsson et al.
Study protocolBiomarkers
Paper

The paper

Josefin Nilsson, Yunyang Deng, Olof Elvstam, Show 10 more authorsChristina Carlander

Karolinska Institutet; Karolinska University Hospital

BMJ Open, 9 Sep 2026

doi.org/10.1136/bmjopen-2025-108693PubMed 42716689

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