Application of prediction models in clinical research
Journal Title: Shanghai Journal of Preventive Medicine - Year 2023, Vol 35, Issue 1
Abstract
Chronic diseases have become an important public health problem for people under 70 years of age worldwideï¼ while also causing a great economic burden. The establishment of clinical prediction models can help to predict the risk of a disease or the prognostic effect of a study subject in advance by means of index testing at the early stage of chronic diseasesï¼ and plays an increasingly important role in clinical practice. This study introduces clinical diagnostic prediction models and clinical prognostic prediction modelsï¼ and reviews clinical data processingï¼ clinical prediction model buildingï¼ visualization methods and model evaluation from the perspective of the application of clinical prediction modelsï¼ which contribute to the correct and reasonable use of prediction models in clinical research.
Authors and Affiliations
NIU Zheyun,SHEN Jiaying,ZHANG Zihan,JIANG Dongming,ZHANG Hongwei,CAO Guangwen,
Keywords
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