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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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Dettagli Bibliografici
Pubblicato in:AMIA Annu Symp Proc
Autori principali: Cui, Zhicheng, Fritz, Bradley A, King, Christopher R, Avidan, Michael S, Chen, Yixin
Natura: Artigo
Lingua:Inglês
Pubblicazione: American Medical Informatics Association 2020
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7153157/
https://ncbi.nlm.nih.gov/pubmed/32308827
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