Objective
PROGNOS-AI aims to revolutionize cancer therapy selection by introducing an AI-driven platform that predicts patient response before treatment begins, using the mechanical properties of tumors as a novel prognostic biomarker. Despite major advances in oncology, up to 60 % of patients still receive ineffective therapies due to the biological and mechanical heterogeneity of tumors. Tumor stiffness—measurable non-invasively through Shear Wave Elastography (SWE)—has emerged as a powerful indicator of therapeutic outcome. Building on AnaBioSi-Data’s pre-clinical discoveries (> 1,300 tumor datasets, > 88 % accuracy), PROGNOS-AI transforms these findings into a clinically validated decision-support tool.
The project combines SWE imaging, advanced deep-learning algorithms, and explainable-AI modules to quantify tumor stiffness maps and forecast therapy response. A multi-centre validation involving the German Oncology Center (CY), University of Crete (GR) and Kliniken Essen-Mitte (DE) will enrol 400 breast-cancer pat
Fields of science (EuroSciVoc)
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Keywords
Project’s keywords as indicated by the project coordinator. Not to be confused with the EuroSciVoc taxonomy (Fields of science)
Project’s keywords as indicated by the project coordinator. Not to be confused with the EuroSciVoc taxonomy (Fields of science)
Programme(s)
Multi-annual funding programmes that define the EU’s priorities for research and innovation.
Multi-annual funding programmes that define the EU’s priorities for research and innovation.
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HORIZON.4.1 - Widening participation and spreading excellence
MAIN PROGRAMME
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Topic(s)
Calls for proposals are divided into topics. A topic defines a specific subject or area for which applicants can submit proposals. The description of a topic comprises its specific scope and the expected impact of the funded project.
Calls for proposals are divided into topics. A topic defines a specific subject or area for which applicants can submit proposals. The description of a topic comprises its specific scope and the expected impact of the funded project.
Funding Scheme
Funding scheme (or “Type of Action”) inside a programme with common features. It specifies: the scope of what is funded; the reimbursement rate; specific evaluation criteria to qualify for funding; and the use of simplified forms of costs like lump sums.
Funding scheme (or “Type of Action”) inside a programme with common features. It specifies: the scope of what is funded; the reimbursement rate; specific evaluation criteria to qualify for funding; and the use of simplified forms of costs like lump sums.
HORIZON-CSA - HORIZON Coordination and Support Actions
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Call for proposal
Procedure for inviting applicants to submit project proposals, with the aim of receiving EU funding.
Procedure for inviting applicants to submit project proposals, with the aim of receiving EU funding.
(opens in new window) HORIZON-WIDERA-2025-02
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Net EU financial contribution. The sum of money that the participant receives, deducted by the EU contribution to its linked third party. It considers the distribution of the EU financial contribution between direct beneficiaries of the project and other types of participants, like third-party participants.
2007 Nicosia
Cyprus
The organization defined itself as SME (small and medium-sized enterprise) at the time the Grant Agreement was signed.
The total costs incurred by this organisation to participate in the project, including direct and indirect costs. This amount is a subset of the overall project budget.