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Principal Investigator  
Principal Investigator's Name: Cosmin Bercea
Institution: Helmholtz AI
Department: HAICU
Proposed Analysis: I am investigating the benefits of federated learning (https://www.helmholtz.ai/themenmenue/our-research/research-groups/albarqounis-group/index.html) for the task of anomaly detection in Bain MR images. Specifically I am interested to investigate whether modelling the normal distribution of a Brain from different multiple clients can improve the detection of annomalies like MCI, MAD or MS.
Additional Investigators  
Investigator's Name: Shadi Albarqouni
Proposed Analysis: Shadi Albarqouni is a PI at Helmholtz AI and is leading the group of deep federated learning.