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Principal Investigator  
Principal Investigator's Name: Xiaoli Zhang
Institution: George Washington University
Department: Department of Psychological and Brain Sciences
Country:
Proposed Analysis: We are a project group in NeuroHackademy 2020. Our goal is to investigate how we can optimize use of functional, structural, and anatomical data (e.g., fMRI, DTI, and FLAIR/MPRAGE images) to predict clinically relevant phenotypes. We plan to use machine learning to search for features (including lesions) that can predict different cognitive functions, and to build a model on lesion topology, lesion volume, or potentially raw FLAIR images. We hope to use ADNI open datasets to build up the model and the analysis pipeline.
Additional Investigators