Adapting to evolving MRI data: A transfer learning approach for Alzheimer’s disease prediction

Adapting to evolving MRI data: A transfer learning approach for Alzheimer’s disease prediction

Integrating 3D magnetic resonance imaging (MRI) with machine learning has shown promising results in healthcare, especially in detecting Alzheimer’s Disease (AD). However, changes in MRI technologies and acquisition protocols often yield limited data, leading to potential overfitting. This study exp...

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Bibliographic Details
Main Authors: Rosanna Turrisi, Sarthak Pati, Giovanni Pioggia, Gennaro Tartarisco
Format: Article
Language:English
Published: Elsevier 2025-02-01
Series:NeuroImage
Subjects:
Alzheimer’s disease
Evolving MRI
Domain adaptation
Transfer learning
ACS convolutions
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811925000163
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