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Principal Investigator  
Principal Investigator's Name: Vishnu Sampathkumar
Institution: Centre for Fundamental Research and Creative Education (CFRCE)
Department: Department of Neuroscience
Country:
Proposed Analysis: We have developed ADiag, a novel quantitative method to diagnose AD through GraphSAGE Network and Dense Differentiable Pooling (DDP) analysis of large graphs based on thickness difference between different structural regions of the cortex. Preliminary tests of ADiag have revealed a robust accuracy of 83%, vastly outperforming other qualitative and quantitative diagnostic techniques. However, to support our cortical thickness analysis, we wish to use a multiscale diagnostic approach incorporating MRI images, genetic indicators and histological biomarkers (for example, CSF) to make a cohesive and accurate diagnosis.
Additional Investigators