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Uncovering predictors of low hippocampal volume: Evidence from a large-scale machine-learning-based study in the UK Biobank.
Neuroepidemiology. 2024 Apr 1. doi: 10.1159/000538565. Online ahead of print.
Neuroepidemiology. 2024.
PMID: 38560977
Phenome-wide association study of ovarian cancer identifies common comorbidities and reveals shared genetics with complex diseases and biomarkers.
Mulugeta A, Lumsden AL, Madakkatel I, Stacey D, Lee SH, Mäenpää J, Oehler MK, Hyppönen E.
Mulugeta A, et al. Among authors: madakkatel i.
Cancer Med. 2024 Feb;13(4):e7051. doi: 10.1002/cam4.7051.
Cancer Med. 2024.
PMID: 38457211
Free PMC article.
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Hypothesis-free discovery of novel cancer predictors using machine learning.
Madakkatel I, Lumsden AL, Mulugeta A, Olver I, Hyppönen E.
Madakkatel I, et al.
Eur J Clin Invest. 2023 Oct;53(10):e14037. doi: 10.1111/eci.14037. Epub 2023 Jun 11.
Eur J Clin Invest. 2023.
PMID: 37303098
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Combining machine learning and conventional statistical approaches for risk factor discovery in a large cohort study.
Madakkatel I, Zhou A, McDonnell MD, Hyppönen E.
Madakkatel I, et al.
Sci Rep. 2021 Nov 26;11(1):22997. doi: 10.1038/s41598-021-02476-9.
Sci Rep. 2021.
PMID: 34837000
Free PMC article.
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