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Junshi Chen

2 accepted papers

2025

Carver: Learning to Reconstruct Right Ventricle from Sparse Multi-View 2D Echocardiograms

ICASSP 2025accepted

Accurate 3D reconstruction of the right ventricle from multi-view echocardiograms is crucial for the quantitative diagnosis of cardiac diseases. However, existing methods often fail to deliver satisfactory results due to the structural complexity of the right ventricle and the sparsity of non-parall…

Cited by 0SourceScholar
2025

PromptSeg: Learning to Segment Medical Image via Visual Prompts

ICASSP 2025accepted

Deep learning has made remarkable medical image segmentation advancements, yet its generalization capability across tasks remains challenging. The variety of task objectives, disease-dependent labeling variations, and multi-center data contribute to the poor generalization capacity of task-specific…

Cited by 0SourceScholar