Classification of Alzheimer Disease on Imaging Modalities with Deep CNNs Using Cross-Modal Transfer Learning

A recent imaging modality Diffusion Tensor Imaging completes information used from Structural MRI in studies of Alzheimer disease. A large number of recent studies has explored pathologic staging of Alzheimer disease using the Mean Diffusivity maps extracted from the Diffusion Tensor Imaging modalit...

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Veröffentlicht in:	Proceedings / IEEE International Symposium on Computer-Based Medical Systems S. 345 - 350
Hauptverfasser:	Aderghal, Karim, Khvostikov, Alexander, Krylov, Andrei, Benois-Pineau, Jenny, Afdel, Karim, Catheline, Gwenaelle
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 01.06.2018
Schlagworte:	Alzheimer's disease Biomedical imaging Convolutional Neural Networks Deep Learning Diffusion tensor imaging Hippocampus Medical Imaging Mild Cognitive Impairment Multi-Modal Training Transfer Learning
ISSN:	2372-9198
Online-Zugang:	Volltext
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