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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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Detalhes bibliográficos
Publicado no:AMIA Annu Symp Proc
Main Authors: Cui, Zhicheng, Fritz, Bradley A, King, Christopher R, Avidan, Michael S, Chen, Yixin
Formato: Artigo
Idioma:Inglês
Publicado em: American Medical Informatics Association 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7153157/
https://ncbi.nlm.nih.gov/pubmed/32308827
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