Synthetic histopathological images generation with AI techniques for the AIRC project

Italian Ministry of Education, University and Research; Italia; In loco; EUR 42.000 - 54.000; Tempo pieno

Descrizione del lavoro

ALMA MATER STUDIORUM - UNIVERSITA' DI BOLOGNA - - DIPARTIMENTO DI SCIENZE MEDICHE E CHIRURGICHE is seeking a researcher to conduct literature reviews on generative models and synthetic data, and to develop methods for synthetic data generation from medical images and clinical data.

The role includes quantitative analysis and validation, as well as integrating multimodal and longitudinal data for benchmarking.

Competenze

• Experience conducting literature reviews of mathematical and computational methods.
• Ability to develop and implement methodologies for synthetic data generation from medical images and clinical data.
• Experience in quantitative analysis and validation of synthetic data.
• Ability to integrate multimodal and longitudinal synthetic data.
• Contribute to benchmarking, validation and project deliverables within SYNTHIA.

Mansioni

• Conduct literature reviews on generative models and synthetic data.
• Develop and implement synthetic data generation methods for medical images and clinical data.
• Perform quantitative analysis and validation of synthetic data results.
• Integrate multimodal and longitudinal data for benchmarking and reporting.
• Contribute to project deliverables within SYNTHIA.

Conoscenze

Literature review

Synthetic data methods

Biomedical imaging

Longitudinal data analysis

Strumenti

Python

Descrizione del lavoro

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) Application Deadline 26 Oct 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? Not funded by a EU programme Is the Job related to staff position within a Research Infrastructure? No

Offer Description

The researcher will carry out the following activities: literature review on generative models, synthetic data and biomedical imaging; development and implementation of methodologies for synthetic data generation from medical and histopathological images and clinical data; quantitative analysis and validation of synthetic data; integration of multimodal and longitudinal synthetic data; contribution to benchmarking, validation and project deliverables within SYNTHIA.

• Italy

Eligibility of fellows: country/ies of residence:

• OTHER

Eligibility of fellows: nationality/ies:

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