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TauAD: MRI-free Tau Anomaly Detection in PET Imaging via Conditioned Diffusion Models
By classifying the A4 subjects according to their anomaly map using the SVM trained on ADNI data, we show that our method can successfully group preclinical subjects with significantly different cognitive functions, which further demonstrates the effectiveness of our method in capturing biologically relevant anomaly in tau PET imaging.
Anatomy-Guided Surface Diffusion Model for Alzheimer's Disease Normative Modeling
Normative modeling has emerged as a pivotal approach for characterizing heterogeneity and individual variance in neurodegenerative diseases, notably Alzheimer's disease(AD).
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