Learning Bayesian Networks for the Prediction of Unfavorable Health Events in Nursing Homes - Sorbonne Université Access content directly
Book Sections Year : 2022

Learning Bayesian Networks for the Prediction of Unfavorable Health Events in Nursing Homes

Clara Charon
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Pierre-Henri Wuillemin
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Joël Belmin

Abstract

This study proposes the use of Bayesian Networks for the prediction of unfavorable health events, and more especially pressure ulcers, in nursing homes. From a database of electronic medical records, we learn an explainable and relevant classifier, which performs better than the scores currently used in nursing homes.
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hal-03689291 , version 1 (10-01-2024)

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Clara Charon, Pierre-Henri Wuillemin, Joël Belmin. Learning Bayesian Networks for the Prediction of Unfavorable Health Events in Nursing Homes. Challenges of Trustable AI and Added-Value on Health, 294, IOS Press; IOS Press, pp.147 - 148, 2022, Studies in Health Technology and Informatics, ⟨10.3233/SHTI220423⟩. ⟨hal-03689291⟩
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