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.

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