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A Factored Generalized Additive Model for Clinical Decision Support in the Operating Room

Logistic regression (LR) is widely used in clinical prediction because it is simple to deploy and easy to interpret. Nevertheless, being a linear model, LR has limited expressive capability and often has unsatisfactory performance. Generalized additive models (GAMs) extend the linear model with tran...

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Detalles Bibliográficos
Publicado en:AMIA Annu Symp Proc
Autores principales: Cui, Zhicheng, Fritz, Bradley A, King, Christopher R, Avidan, Michael S, Chen, Yixin
Formato: Artigo
Lenguaje:Inglês
Publicado: American Medical Informatics Association 2020
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Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC7153157/
https://ncbi.nlm.nih.gov/pubmed/32308827
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