Author

Yuhao Huang

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Preprint Aug 2026

Cross-Modal Ultrasound-MRI Learning for Fetal Brain Ventricular Volumetry and Abnormality Screening

Assessment of ventriculomegaly (VM) on fetal brain ultrasound relies primarily on measuring lateral ventricular atrial width on standard planes, which is operator-dependent and may not fully reflect the overall ventricular enlargement. Fetal brain MRI provides more reliable volumetric information but is costly and less...

Yu-Hao Huang, Yuanji Zhang, Yuhuan Lu et al. · 0 citations

Preprint Sep 2026

AWR-Net: Decoupling Anatomy and Appearance for 3D Fetal Brain Ultrasound Synthesis

Three-dimensional fetal brain ultrasound offers non-ionizing, cost-effective imaging with rich spatial information for comprehensive anatomical assessment, yet its development remains limited by scarce data and annotations. In contrast, fetal brain magnetic resonance imaging has advanced further, supported by larger da...

Yuhuan Lu, Sergio Valencia, Yuanji Zhang et al. · 0 citations

Preprint Aug 2026

Recurrent Contrastive Learning for Imbalanced Medical Image Classification

Recurrent Contrastive Learning progressively expands the support region of tail classes by recurrently reusing historical feature states across training phases and devise a Temporal Memory Queue (TMQ) to preserve corpus-level features across training phases and provide diversified global references for contrastive lear...

Zhiyuan Zhu, Xinling Meng, Junxuan Yu et al. · 0 citations