Extended Hapicare: A telecare system with probabilistic diagnosis and self-adaptive treatment

作者:

Highlights:

• Treatment of chronic diseases is vital because of their prevalence and mortality.

• In this paper, we have proposed a telecare system called Extended Hapicare.

• We have used Ontology-based and Bayesian reasoning to diagnose the medical conditions.

• We have used Answer Set Programming to select most suitable treatment for the patient.

• The treatments are modifiable and are automatically adapted to the patient’s needs.

摘要

•Treatment of chronic diseases is vital because of their prevalence and mortality.•In this paper, we have proposed a telecare system called Extended Hapicare.•We have used Ontology-based and Bayesian reasoning to diagnose the medical conditions.•We have used Answer Set Programming to select most suitable treatment for the patient.•The treatments are modifiable and are automatically adapted to the patient’s needs.

论文关键词:Medical telemonitoring,Bayesian reasoning,Answer set programming,Self-adaptive systems

论文评审过程:Received 17 February 2020, Revised 17 February 2021, Accepted 8 August 2021, Available online 28 August 2021, Version of Record 9 September 2021.

论文官网地址:https://doi.org/10.1016/j.eswa.2021.115749