Application of graph convolutional neural networks to Alzheimer's and Parkinson's disease classification

Identifying connectivity patterns of the human structural connectome plays an important role in diagnosing various neurodegenerative conditions including Alzheimer’s disease (AD) and Parkinson’s disease (PD). The structural connectome is measured by diffusion weighted imaging (DTI) scans and is repr...

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Bibliographic Details
Main Author: Goli, Haveesh
Other Authors: Jagath C Rajapakse
Format: Thesis-Master by Research
Language:English
Published: Nanyang Technological University 2021
Subjects:
Online Access:https://hdl.handle.net/10356/148634
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Institution: Nanyang Technological University
Language: English