Synthetic Data Generation AI- Methodologies SYNTHIA Project

Position: Synthetic Data Generation through AI-based Methodologies within the SYNTHIA Project
ALMA MATER STUDIORUM - UNIVERSITA' DI BOLOGNA - - DIPARTIMENTO DI SCIENZE MEDICHE E CHIRURGICHE
Organisation/Company ALMA MATER STUDIORUM - UNIVERSITA' DI BOLOGNA - - DIPARTIMENTO DI SCIENZE MEDICHE E CHIRURGICHE Research Field Physics » Biophysics Researcher Profile Recognised Researcher (R2) Leading Researcher (R4) First Stage Researcher (R1) Established Researcher (R3) Final date to receive applications 19 Feb 2026 - 23:59 (UTC) Country Italy Type of Contract To be defined Job Status Not Applicable Is the job funded through the EU Research Framework Programme?

Horizon 2020 Is the Job related to staff position within a Research Infrastructure? No
Offer Description
The research project is part of the European project SYNTHIA and focuses on the development of advanced AI methodologies for synthetic data generation in healthcare, with particular emphasis on medical and histopathological imaging and structured longitudinal clinical data. The research activities will have a strong methodological focus and will include:

development and analysis of mathematical and computational models for complex biomedical data;
application of advanced generative models, including probabilistic approaches, deep generative models and continuous normalizing flows;
use of optimal transport and conditional generation techniques to preserve statistical structure and clinically relevant properties;
generation and integration of multimodal synthetic data (medical imaging, histopathology and clinical data);
definition and evaluation of quantitative quality metrics for synthetic data, addressing fidelity, utility, robustness, bias and privacy.

Eligibility of fellows: country/ies of residence:

Italy

Eligibility of fellows: nationality/ies:

OTHER

Number of offers available 1
Company/Institute ALMA MATER STUDIORUM - UNIVERSITA' DI BOLOGNA - - DIPARTIMENTO DI SCIENZE MEDICHE E CHIRURGICHE Country Italy
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