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Principal Investigator  
Principal Investigator's Name: Simon Koch
Institution: Technical University of Munich
Department: AI for Medicine and Healthcare
Country:
Proposed Analysis: Much deep learning research focuses on creating the best possible model with only one source of data, often leaving a lot of useful information unnecessarily on the table. With so much information from many different sources available in ADNI, we are interested in investigating how best to combine these pools of information to achieve the best possible classification of Alzheimers disease state. Focus will be on how to optimally combine different modalities, taking care not to encode the same information multiple times while allowing correlations and interactions between data sources to be learned.
Additional Investigators