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Principal Investigator  
Principal Investigator's Name: Hans Frischhut
Institution: Cooperative State University Baden-Wuerttemberg
Department: Statistics / Machine Learning
Country:
Proposed Analysis: For our analysis we will use a similar approach as outlined in this paper: https://www.nature.com/articles/s41598-020-59669-x At the Cooperative State University Baden-Württemberg we developed a novel algorithm for causal structure discovery. We want to analyze the dataset ADNI 1 and ADNI 2/GO with our algorithm to identify the causal relationship of Alzheimer's disease with different levels of a-priori knowledge about the causal structure of the dataset. With the respective benchmark from the afore-mentioned paper above we can compare our novel approach with existing causal structure discovery algorithms.
Additional Investigators