A nonparametric updating method to correct clinical prediction model drift
نویسندگان
چکیده
منابع مشابه
A multiple‐model generalisation of updating clinical prediction models
There is growing interest in developing clinical prediction models (CPMs) to aid local healthcare decision-making. Frequently, these CPMs are developed in isolation across different populations, with repetitive de novo derivation a common modelling strategy. However, this fails to utilise all available information and does not respond to changes in health processes through time and space. Alter...
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OBJECTIVE To provide an overview of the research steps that need to follow the development of diagnostic or prognostic prediction rules. These steps include validity assessment, updating (if necessary), and impact assessment of clinical prediction rules. STUDY DESIGN AND SETTING Narrative review covering methodological and empirical prediction studies from primary and secondary care. RESULT...
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ژورنال
عنوان ژورنال: Journal of the American Medical Informatics Association
سال: 2019
ISSN: 1527-974X
DOI: 10.1093/jamia/ocz127