Combining machine learning with Cox models to identify predictors for incident post-menopausal breast cancer in the UK Biobank
<p>We aimed to identify potential novel predictors for breast cancer among post-menopausal women, with pre-specified interest in the role of polygenic risk scores (PRS) for risk prediction. We utilised an analysis pipeline where machine learning was used for feature selection, prior to risk pr...
Príomhchruthaitheoirí: | Liu, X, Morelli, D, Littlejohns, TJ, Clifton, DA, Clifton, L |
---|---|
Formáid: | Journal article |
Teanga: | English |
Foilsithe / Cruthaithe: |
Springer Nature
2023
|
Míreanna comhchosúla
Míreanna comhchosúla
-
Combining machine learning with Cox models to identify predictors for incident post-menopausal breast cancer in the UK Biobank
de réir: Xiaonan Liu, et al.
Foilsithe / Cruthaithe: (2023-06-01) -
Kidney function, albuminuria, and their modification by genetic factors and risk of incident dementia in UK Biobank.
de réir: Yeh, T-S, et al.
Foilsithe / Cruthaithe: (2023) -
Speech‐in‐noise hearing impairment is associated with an increased risk of incident dementia in 82,039 UK Biobank participants
de réir: Stevenson, JS, et al.
Foilsithe / Cruthaithe: (2021) -
Assessing agreement between different polygenic risk scores in the UK Biobank
de réir: Clifton, LEI, et al.
Foilsithe / Cruthaithe: (2022) -
Assessing the importance of primary care diagnoses in the UK Biobank.
de réir: Clifton, L, et al.
Foilsithe / Cruthaithe: (2024)