PAHFKB: A knowledge base to support personalized exercise prescription recommendations in prevention and intervention of heart failure.

ABSTRACT:

Background and aims

Guidelines for exercise recommendations are typically designed for the population as a whole and do not account for individual differences, making it challenging to provide personalized exercise training for individuals with complex conditions. To address this issue, this study aimed to develop PAHFKB (Physical Activity-Heart Failure Knowledge Base), a knowledge-based system for personalized exercise prescription (EP) for heart failure (HF), by mining, analyzing, and organizing existing literature and data on the relationship between physical activity (PA) and HF.

Methods

Firstly, 3186 citations on PAHF were gathered from PubMed. Then, the data standards for personalized PAHF were defined with the entity-relationship model. Following data collection in ac

SUBMITTER: Zhang K 

PROVIDER: S-EPMC11577474 | biostudies-literature | 2024 Jan-Dec

REPOSITORIES: biostudies-literature