MitPlan: A planning approach to mitigating concurrently applied clinical practice guidelines
作者:
Highlights:
• Identifies and mitigates adverse interactions using the planning paradigm when concurrently applying clinical practice guidelines to a multi-morbid patient.
• Uses durative planning actions that embody clinical actions (including drug administration and testing) and optimizes plans based on patient preferences and action costs.
• Supports more sophisticated objective functions than our previous First-Order Logic-based approach and planning horizons when finding a sequence of timed actions with costs to generate a management scenario.
摘要
•Identifies and mitigates adverse interactions using the planning paradigm when concurrently applying clinical practice guidelines to a multi-morbid patient.•Uses durative planning actions that embody clinical actions (including drug administration and testing) and optimizes plans based on patient preferences and action costs.•Supports more sophisticated objective functions than our previous First-Order Logic-based approach and planning horizons when finding a sequence of timed actions with costs to generate a management scenario.
论文关键词:Clinical practice guidelines,Multi-morbidity,Planning problem
论文评审过程:Received 22 January 2020, Revised 1 November 2020, Accepted 6 December 2020, Available online 16 December 2020, Version of Record 5 January 2021.
论文官网地址:https://doi.org/10.1016/j.artmed.2020.102002