TY - JOUR AU - Ajnakina, Olesya AU - Agbedjro, Deborah AU - McCammon, Ryan AU - Faul, Jessica AU - Murray, Robin M. AU - Stahl, Daniel AU - Steptoe, Andrew PY - 2021 DA - 2021/01/06 TI - Development and validation of prediction model to estimate 10-year risk of all-cause mortality using modern statistical learning methods: a large population-based cohort study and external validation JO - BMC Medical Research Methodology SP - 8 VL - 21 IS - 1 AB - In increasingly ageing populations, there is an emergent need to develop a robust prediction model for estimating an individual absolute risk for all-cause mortality, so that relevant assessments and interventions can be targeted appropriately. The objective of the study was to derive, evaluate and validate (internally and externally) a risk prediction model allowing rapid estimations of an absolute risk of all-cause mortality in the following 10 years. SN - 1471-2288 UR - https://doi.org/10.1186/s12874-020-01204-7 DO - 10.1186/s12874-020-01204-7 ID - Ajnakina2021 ER -