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Predicting asthma attacks in primary care: protocol for developing a machine learning-based prediction model

INTRODUCTION: Asthma is a long-term condition with rapid onset worsening of symptoms (‘attacks’) which can be unpredictable and may prove fatal. Models predicting asthma attacks require high sensitivity to minimise mortality risk, and high specificity to avoid unnecessary prescribing of preventative...

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Detalles Bibliográficos
Autores principales: Tibble, Holly, Tsanas, Athanasios, Horne, Elsie, Horne, Robert, Mizani, Mehrdad, Simpson, Colin R, Sheikh, Aziz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6624024/
https://www.ncbi.nlm.nih.gov/pubmed/31292179
http://dx.doi.org/10.1136/bmjopen-2018-028375