Graph Convolutional Neural Networks for Alzheimer's Classification with Transfer Learning and HPC Methods

GCNs have been increasingly used for the classification of brain functional networks to aid early prediction of neurodegenerative diseases. It is important to analyze the performance and capabilities of these GCNs for the classification and obtain insights on how and when the GCNs can be used. In th...

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Veröffentlicht in:	2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) S. 186 - 195
Hauptverfasser:	Kumar, Anoop, Balaji, Vibha, Chandrashekar, M.A., Dukkipati, Ambedkar, Vadhiyar, Sathish
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 01.05.2022
Schlagworte:	Alzheimer's data Brain functional networks Computational modeling Conferences Convolutional neural networks Distributed processing GCNs GPU Acceleration Graphics processing units Training Transfer learning
ISBN:	9781665497480
Online-Zugang:	Volltext
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