AINeutralarXiv – CS AI · 8h ago6/10
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L-TGVN: Leveraging Longitudinal Priors for Personalized Rapid MRI
Researchers introduce L-TGVN, a machine learning approach that accelerates MRI scans by leveraging prior patient scans as contextual information while reconstructing images from heavily undersampled measurements. The method improves diagnostic image quality without requiring explicit scan alignment and accommodates protocol variations across visits, addressing a significant clinical bottleneck in medical imaging.