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Forecasting Intrathecal Tracer Enhancement from Pre-Contrast Brain MRI: Direct Regression versus Flow Matching

Liu, Qinghui et al.
arXiv (All) · Papers
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artificial-intelligencecomputer-vision-and-pattern-recognitionimage-and-video-processingmachine-learning
Intrathecal contrast-enhanced MRI tracks how a cerebrospinal-fluid tracer spreads through the brain, but requires repeated scans over 24--48\,h. Forecasting enhancement from a pre-contrast scan could one day help select patients for intrathecal drug treatment and plan their dose. We ask how much of
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