AutoScore: A Machine Learning–Based Automatic Clinical Score Generator and Its Application to Mortality Prediction Using Electronic Health Records

BACKGROUND: Risk scores can be useful in clinical risk stratification and accurate allocations of medical resources, helping health providers improve patient care. Point-based scores are more understandable and explainable than other complex models and are now widely used in clinical decision making...

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Detalles Bibliográficos
Autores principales: Xie, Feng, Chakraborty, Bibhas, Ong, Marcus Eng Hock, Goldstein, Benjamin Alan, Liu, Nan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2020
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7641783/
https://www.ncbi.nlm.nih.gov/pubmed/33084589
http://dx.doi.org/10.2196/21798

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7641783/
https://www.ncbi.nlm.nih.gov/pubmed/33084589
http://dx.doi.org/10.2196/21798

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