A comprehensive scoping review of Bayesian networks in healthcare: Past, present and future-Reference-Cited by-同舟云学术

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A comprehensive scoping review of Bayesian networks in healthcare: Past, present and future

Published:2021-07 Issue: Volume:117 Page:102108
ISSN:0933-3657
Container-title:Artificial Intelligence in Medicine
language:en
Short-container-title:Artificial Intelligence in Medicine

Author:

Kyrimi Evangelia,McLachlan Scott,Dube Kudakwashe^ORCID,Neves Mariana R.,Fahmi Ali^ORCID,Fenton Norman

Funder

Engineering and Physical Sciences Research Council

Publisher

Elsevier BV

Subject

Artificial Intelligence,Medicine (miscellaneous)

Reference152 articles.

1. Probabilistic reasoning in intelligent systems: networks of plausible inference;Pearl,1988

2. The computational complexity of probabilistic inference using Bayesian belief networks;Cooper;Artif Intell,1990

3. A tutorial on learning with Bayesian networks;Heckerman,1995

4. Bayesian networks in neuroscience: a survey;Bielza;Front Comput Neurosci,2014

5. Use of directed acyclic graphs (DAGs) in applied health research: review and recommendations;Tennant;medRxiv,2019

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