MRCAD: A Prediction Algorithm for Alzheimer's Disease in Structural MRI Based on the Correlation of Multi-Brain-Region ROI Features

The computer-aided early diagnosis method of Alzheimer's disease (AD) based on structural magnetic resonance imaging (sMRI) has effectively improved the screening efficiency. However, current sMRI-based auxiliary diagnosis is mostly limited to using global information for diagnosis. There are s...

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Veröffentlicht in:	IEEE International Conference on Signal and Image Processing Applications (Online) S. 172 - 177
Hauptverfasser:	Song, Siyi, Meng, Qingguo, Han, Xianjun, Xu, Chenchu, Wang, Huabing, Li, Xuejun
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 12.07.2025
Schlagworte:	Accuracy Adaptation models Alzheimer's disease Attention Fusion Brain modeling Correlation Cross-brain-region Weighting Feature extraction Lesions Magnetic resonance imaging Predictive models sMRI
ISSN:	2642-6471
Online-Zugang:	Volltext
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