Bayesian networks in healthcare: What is preventing their adoption?

作者：

Highlights：

• Explore the chasm between recently developed medical Bayesian networks and their lack of adoption in clinical practice.

• Review works describing Bayesian networks in healthcare, using the ITPOSMO-BBF framework.

• Find benefits, barriers and facilitating factors discussed by authors when proposing their BN-based systems in healthcare.

• Promote efforts for clinical adoption of BN-based systems.

摘要

•Explore the chasm between recently developed medical Bayesian networks and their lack of adoption in clinical practice.•Review works describing Bayesian networks in healthcare, using the ITPOSMO-BBF framework.•Find benefits, barriers and facilitating factors discussed by authors when proposing their BN-based systems in healthcare.•Promote efforts for clinical adoption of BN-based systems.

论文关键词：Bayesian networks,Adoption,Implementation,Healthcare

论文评审过程：Received 10 July 2020, Revised 14 April 2021, Accepted 20 April 2021, Available online 22 April 2021, Version of Record 3 May 2021.

论文官网地址：https://doi.org/10.1016/j.artmed.2021.102079