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Updated: May 25, 2026

A Novel Digital Platform for a Monitored Home-based Cardiac Rehabilitation Program
Published on: April 19, 2019
Novel approaches for medication compliance and effectiveness analysis and support in cardiovascular disease patients
Ioanna Chouvarda1, Polyxeni Gkontra, Athina Kokonozi
1Lab of Medical Informatics, Aristotle University of Thessaloniki, Greece. ioannach@auth.gr
Insights
This study introduces HeartCycle, a system to help cardiovascular disease patients manage their health. It focuses on patient motivation, medication effects, and using vital signs to predict outcomes and check treatment compliance.
Area of Science:
- Cardiovascular disease management
- Digital health technologies
- Patient-centered care
Background:
- Cardiovascular diseases (CVD) require continuous management and lifestyle adherence.
- Remote patient monitoring offers potential for improved CVD care.
- Patient motivation and understanding of treatment are crucial for compliance.
Purpose of the Study:
- To present algorithmic approaches for the HeartCycle project.
- To enhance patient motivation for treatment compliance and healthy lifestyle adoption.
- To develop methods for educating patients on medication effects and predicting outcomes.
Main Methods:
- Development of algorithms for data interpretation in cardiovascular disease management.
- Concept for patient education on medication effects on vital signs.
- Methods for predicting medication efficacy using patient data.
- Utilizing vital signs measurements to assess treatment compliance.
Main Results:
- An overview of algorithmic work packages for patient motivation is provided.
- A concept for patient education regarding medication impact on vital signs is presented.
- Methods for predicting medication effects and assessing compliance via vital signs are outlined.
Conclusions:
- The HeartCycle project aims to integrate technology for remote cardiovascular disease management.
- Algorithmic solutions are being developed to improve patient engagement and treatment adherence.
- Future work will focus on validating prediction models and compliance checks using vital signs.
Abstract:
HeartCycle is an integrated project aiming to provide a disease management solution for cardiovascular disease patients, by developing technologies, algorithms to interpret data and services to facilitate the remote management of patients at home. In this paper an overview of part of the algorithmic work package, oriented at motivating the patients to be compliant to treatment regimes and to adopt a beneficial lifestyle, will be given. A concept allowing further education of the patient on the effect of medication on their vital signs, as well as the prediction of medication effect and a possible way to check compliance using vital signs measurements will be presented.
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Initial Enquiry
Ask the patient about their primary concern and thoroughly explore all reported symptoms.
Medical History
Investigate past illnesses affecting the cardiovascular system, such as angina, anemia, rheumatic fever, congenital heart disease, stroke, thrombophlebitis, dysrhythmias, varicosities
Inquire about symptoms...