Analysis Methods and Machine Learning for Oncohematological Diseases, with a Focus on MDS
Scientific-Disciplinary Group
02/PHYS-06 - Physics For Life Sciences, Environment, And Cultural Heritage, Physics Education And History Of Physics
Description
The activities of the research fellow will focus on the following areas: • review of the scientific literature on methods and models used for the analysis of individual data modalities and their integration; • application of statistical and computational techniques for the analysis of multimodal data in the context of MDS; • use of AI methodologies for data augmentation and imputation through the generation of synthetic data; • implementation of machine learning and AI models for multimodal data integration; • development and implementation of pipelines for the analysis of specific modalities (with a focus on histological and cytological images) and for multimodal data integration; • contribution to the preparation of technical reports and scientific publications.
Job posting website
Funding body
ALMA MATER STUDIORUM - UNIVERSITA' DI BOLOGNA - - DIPARTIMENTO DI SCIENZE MEDICHE E CHIRURGICHE
How to apply
Other
Selection process
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