HeartMan DSS: A decision support system for self-management of congestive heart failure

作者:

Highlights:

• The HeartMan DSS provides personalized support to congestive heart failure management.

• The DSS recommendations address physical health, psychological support, and environment.

• Physical health aspects include physical exercise, nutrition and medication therapy.

• Employed methods are varied and include expert modelling, machine learning and optimization.

• A clinical trial indicated improved medical parameters and positive patients’ response.

摘要

•The HeartMan DSS provides personalized support to congestive heart failure management.•The DSS recommendations address physical health, psychological support, and environment.•Physical health aspects include physical exercise, nutrition and medication therapy.•Employed methods are varied and include expert modelling, machine learning and optimization.•A clinical trial indicated improved medical parameters and positive patients’ response.

论文关键词:Personal health system,Decision support system,Congestive heart failure,Physical exercise,Decision models

论文评审过程:Received 26 November 2020, Revised 4 July 2021, Accepted 27 July 2021, Available online 8 August 2021, Version of Record 24 September 2021.

论文官网地址:https://doi.org/10.1016/j.eswa.2021.115688