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Updated: Aug 29, 2025

Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis
Published on: September 26, 2018
Vascular risk assessment and management
Paola Bigolin1,2, Beniamino Zalunardo1, Lucia Mazzolai3,4,5
1Angiology Unit, Azienda ULSS 2 Marca Trevigiana, Castelfranco Veneto, Italy.
Insights
This study introduces an integrated care pathway model to aid healthcare professionals in managing atherosclerotic cardiovascular disease. It enhances clinical decision-making for cardiovascular risk stratification, particularly for high-risk patients.
Area of Science:
- Cardiology
- Public Health
- Clinical Practice Guidelines
Background:
- Atherosclerotic cardiovascular disease is a primary global cause of illness and death.
- Effective management strategies are crucial for reducing morbidity and mortality.
- Implementing evidence-based guidelines into clinical practice remains a challenge.
Purpose of the Study:
- To provide a decision-making tool for health professionals in daily practice.
- To facilitate the implementation of clinical guidelines for cardiovascular disease.
- To improve the management of atherosclerotic cardiovascular disease.
Main Methods:
- Development of an integrated care pathway (ICP) model.
- Incorporation of European Society of Cardiology (ESC)/European Atherosclerosis Society (EAS) Guidelines.
- Utilizing algorithms for multifactorial cardiovascular risk evaluation and stratification.
Main Results:
- The ICP model supports multifactorial global cardiovascular risk assessment.
- It provides revised cardiovascular risk stratification, focusing on high- and very-high-risk patients.
- The model aligns with current ESC/EAS guidelines.
Conclusions:
- Multidimensional and integrated actions are key to minimizing cardiovascular disease impact.
- The ICP aims to enhance the quality and consistency of vascular prevention.
- Implementation leads to more optimal clinical decisions for cardiovascular health.
Abstract:
Background: Atherosclerotic cardiovascular disease remains the leading cause of morbidity and mortality globally. Methods: the integrated care pathways (ICPs) are tools through which evidence-based guidelines (GLs) on a specific disease or clinical topic can be implemented in a clinical process. Aim: This study aims to facilitate decision making for health professionals in their daily practice. Results: This model, according with the European Society of Cardiology (ESC)/European Atherosclerosis Society (EAS) Guidelines, supports the multifactorial evaluation of global cardiovascular (CV) risk and suggests using algorithms and revised cardiovascular risk stratification, specifically for high- and very-high-risk patients. Conclusions: Multidimensional and integrated actions are aimed at eliminating and/or minimizing the impact of cardiovascular disease, improving the quality and consistency of vascular prevention, and leading to optimal clinical decisions.
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