Interactive multiobjective optimization for finding the most preferred exercise therapy modality in knee osteoarthritis.

ABSTRACT:

Background

There are no explicit guidelines or tools available to support clinicians in selecting exercise therapy modalities according to the characteristics of individual patients despite the apparent need.

Objective

This study develops a methodology based on a novel multiobjective optimization model and examines its feasibility as a decision support tool to support healthcare professionals in comparing different modalities and identifying the most preferred one based on a patient's needs.

Methods

Thirty-one exercise therapy modalities were considered from 21 randomized controlled trials. A novel interactive multiobjective optimization model was designed to characterize the efficacy of an exercise therapy modality based on five objectives: minimizing cost, maximizin

SUBMITTER: Shavazipour B 

PROVIDER: S-EPMC8759734 | biostudies-literature | 2022 Dec

REPOSITORIES: biostudies-literature