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Preterm brain injury is a major cause of lifelong motor, cognitive, and behavioraldisability, yet its imaging phenotype changes rapidly with development and differs across cranialultrasound (cUS) and magnetic resonance imaging (MRI). Serial cUS is suited to bedsidesurveillance of hemorrhage and ventricular enlargement,...
Few-shot fine-grained image classification (FSFGIC) aims to classify similar images with limited labeled examples. This work highlights the critical yet underutilized role of phase information in capturing structural relationships within an image. This study introduces a novel plug-and-play amplitude-phase integration...
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