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Fei Lyu

2 accepted papers

2024

MMS: Morphology-Mixup Stylized Data Generation for Single Domain Generalization in Medical Image Segmentation

ICASSP 2024accepted

Single-source domain generalization in medical image segmentation is a challenging yet practical task, as domain shift commonly exists across medical datasets. Previous works have attempted to alleviate this problem through adversarial data augmentation or random-style transformation. However, these…

Cited by 0SourceScholar
2024

XFibrosis: Explicit Vessel-Fiber Modeling for Fibrosis Staging from Liver Pathology Images

CVPR 2024poster

The increasing prevalence of non-alcoholic fatty liver disease (NAFLD) has caused public concern in recent years. The high prevalence and risk of severe complications make monitoring NAFLD progression a public health priority. Fibrosis staging from liver biopsy images plays a key role in demonstrati…

Cited by 2SourcePDFScholar