Decision support for comorbid conditions via execution-time integration of clinical guidelines using transaction-based semantics and temporal planning

作者:

Highlights:

• Comorbid conditions are insufficiently supported by Clinical Decision Support Systems.

• We dynamically integrate comorbid clinical guidelines in CDSS at execution-time.

• We use a logics-based framework to implement transaction-based integration semantics.

• We reconcile temporal constraints to create an optimal clinical task schedule.

• We target both clinical safety and optimization of resource usage.

摘要

•Comorbid conditions are insufficiently supported by Clinical Decision Support Systems.•We dynamically integrate comorbid clinical guidelines in CDSS at execution-time.•We use a logics-based framework to implement transaction-based integration semantics.•We reconcile temporal constraints to create an optimal clinical task schedule.•We target both clinical safety and optimization of resource usage.

论文关键词:Clinical guidelines,Decision support systems,Comorbidity

论文评审过程:Received 8 August 2020, Revised 4 May 2021, Accepted 22 June 2021, Available online 25 June 2021, Version of Record 6 July 2021.

论文官网地址:https://doi.org/10.1016/j.artmed.2021.102127