Article
Disease risk scores for skin cancers.
Nature communications - 8 Jan 2021
Fontanillas Pierre, Alipanahi Babak, Furlotte Nicholas A, Johnson Michaela, Wilson Catherine H, Pitts Steven J, Gentleman Robert, Auton Adam
Abstract excerpt
We trained and validated risk prediction models for the three major types of skin cancer- basal cell carcinoma (BCC), squamous cell carcinoma (SCC), and melanoma-on a cross-sectional and longitudinal dataset of 210,000 consented research participants who responded to an online survey covering personal and family history of skin cancer, skin susceptibility, and UV exposure. We developed a primary disease risk...
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