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An incremental explanation of inference in Bayesian networks for increasing model trustworthiness and supporting clinical decision making

  • Published:2020-03 Issue: Volume:103 Page:101812
  • ISSN:0933-3657
  • Container-title:Artificial Intelligence in Medicine
  • language:en
  • Short-container-title:Artificial Intelligence in Medicine

Author:

Kyrimi Evangelia,Mossadegh Somayyeh,Tai Nigel,Marsh William

Funder

European Research Council

Engineering and Physical Sciences Research Council

Publisher

Elsevier BV

Subject

Artificial Intelligence,Medicine (miscellaneous)

Reference33 articles.

1. Prognostic methods in medicine;Lucas;Artif Intell Med,1999

2. Commentary: prognostic models: clinically useful or quickly forgotten?;Wyatt;BMJ,1995

3. Bayesian networks in medicine: a model-based approach to medical decision making;Lucas,2001

4. Validation, updating and impact of clinical prediction rules: a review;Toll;J Clin Epidemiol,2008

5. Prognosis and prognostic research: application and impact of prognostic models in clinical practice;Moons;BMJ,2009

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