Personalized conciliation of clinical guidelines for comorbid patients through multi-agent planning

作者:

Highlights:

• Multi-Agent Planning (MAP) enables the design of decision support systems for comorbidity.

• Single-disease specialist agents coordinate to conciliate CIGs and cooperate to plan a common treatment.

• Patient Empowerment by accounting for patient's preferences in personalized conciliated plans.

• Most relevant interactions arising in comorbidity settings when conciliating CIGs are solved.

• Equipoise situations are addressed by considering patient/institutional preferences.

摘要

•Multi-Agent Planning (MAP) enables the design of decision support systems for comorbidity.•Single-disease specialist agents coordinate to conciliate CIGs and cooperate to plan a common treatment.•Patient Empowerment by accounting for patient's preferences in personalized conciliated plans.•Most relevant interactions arising in comorbidity settings when conciliating CIGs are solved.•Equipoise situations are addressed by considering patient/institutional preferences.

论文关键词:Clinical guidelines,Comorbidities,Conciliation,Patient preferences,HTN planning,Multi-agent planning

论文评审过程:Received 10 October 2017, Revised 24 September 2018, Accepted 6 November 2018, Available online 23 November 2018, Version of Record 3 June 2019.

论文官网地址:https://doi.org/10.1016/j.artmed.2018.11.003