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Open access Oct 2026

Deep learning-based enhancement of ultra-low-dose multi-tracer PET/MR: a technical feasibility study in Alzheimer’s disease

To develop a Dual-Branch Dense Wavelet Attention Network (DDWAN) for enhancing simulated ultra-low-dose multi-tracer (Aβ, tau and FDG) PET imaging acquired on a PET/MR system and to evaluate its technical feasibility in Alzheimer’s disease (AD), using full-dose images acquired under the same protocol as reference...

Na Qi, Bo-Yang Pan, Zeng-Bei Yuan et al. · 0 citations
Preprint Sep 2026

Anatomically Faithful Artifact Suppression in SENSE Accelerated Brain MRI

Background: Four-fold accelerated sensitivity encoding (SENSE4) can shorten brain MRI acquisition time but may amplify noise and result in residual aliasing artifacts after conventional reconstruction. Purpose: To evaluate whether an image-domain refinement framework can improve the quality of SENSE4 brain MRI while pr...

Chang-Jing Chai, Bin Huang, Li-Bo Xu et al. · 0 citations

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