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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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Détails bibliographiques
Publié dans:AMIA Annu Symp Proc
Auteurs principaux: Cui, Zhicheng, Fritz, Bradley A, King, Christopher R, Avidan, Michael S, Chen, Yixin
Format: Artigo
Langue:Inglês
Publié: American Medical Informatics Association 2020
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Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC7153157/
https://ncbi.nlm.nih.gov/pubmed/32308827
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