Article

Multimodal deep learning framework for Alzheimer’s stage classification using GAN-augmented MRI and clinical data

2025-10-27

Abstract excerpt

<title>Abstract</title> <p>Alzheimer’s disease (AD) diagnosis remains challenging due to the scarcity of annotated medical imaging data, pronounced class imbalance, and the subtlety of early-stage structural brain changes. Traditional deep learning approaches often overfit to majority classes and lack interpretability, limiting their clinical adoption. We propose a multimodal deep learning framework that fuses MR...

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Literature Corpus work: 1e57f318-6b59-5a4c-822c-03b924c82307
DOI: 10.21203/rs.3.rs-7785803/v1

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