Heartnetics

MEASURE:

POR CALABRIA FESR-FSE 2014-2020 Azione 1.2.2

LEAD APPLICANTS:

Pegasoft, WeSmart, AC Technology, Università degli studi Magna Graecia

HEARTNETICS is an industrial research and experimental development project supporting predictive medicine in the CVM domain.

Submitted under the POR Calabria FESR 2014-2020, Realization of complex projects of research and development activities, Line 1.2.2, HEARTNETICS is an industrial research and experimental development project aimed at making a substantial and innovative contribution to enhancing the effectiveness and efficiency of Predictive and Personalized Medicine processes in the clinical domain of Cardiovascular Diseases.

This general objective will be pursued through the design, development and validation of innovative and high-performance Machine Learning Models and Methods for the analysis of heterogeneous Biomedical, Clinical and Health Data, and the consequent elicitation of new and useful knowledge to support predictive and personalised assessment processes for individuals at risk of, or already diagnosed with, cardiovascular disease. 

In particular, HEARTNETICS  will follow a comprehensive methodological approach and consequent technological development based on the following phases:

  • Exploration of the reference clinical domain;
  • Research and extraction of knowledge on retrospective cases using advanced quantitative tools for descriptive and predictive analysis on large datasets;
  • Representation and encoding of the extracted knowledge to support the design of informative-decisional services and applications;
  • Development and implementation of services and applications, and their interfaces for use on various devices, for the predictive and personalised assessment of individuals at risk of, or already diagnosed with, cardiovascular disease;
  • Testing, validation, verification and impact assessment.

HEARTNETICS will output the following products:

  • A prototype "Data Fusion" platform in the Cardiovascular Disease domain, comprising a suite of advanced data analysis tools;
  • A prototype platform of advanced Services/Apps, accessible on various devices, to support predictive and personalised assessments for risk analysis and clinical management of Cardiovascular Diseases.

The expected results of HEARTNETICS, in terms of impact on the healthcare system and services, can be identified as:

  • Contributing to making assistance and care interventions more appropriate and, consequently, more effective in the reference domain;
  • Improving quality of life indicators for patients;
  • Enhancing economic and social impact indicators of Cardiovascular Diseases.
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