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Gongpeng Cao

2 accepted papers

2024

Matpr-Unet: A Multi Attention Two-Path Residual Unet for Focal Cortical Dysplasia Lesions Segmentation

ICASSP 2024accepted

Medical imaging is now a widely used test for the preoperative evaluation of focal cortical dysplasia (FCD). Deep learning-based methods can learn lesion features from image data to automatically recognize and segment FCD in epilepsy treatment. However, the existing FCD segmentation networks lack th…

Cited by 0SourceScholar
2022

Multiview Long-Short Spatial Contrastive Learning For 3D Medical Image Analysis

ICASSP 2022accepted

The success of supervised deep learning heavily depends on large labeled datasets whose construction is often challenging in medical image analysis. Contrastive learning, a variant of self-supervised learning, is a potential solution to alleviate the strong demand for data annotation. In this work,…

Cited by 0SourceScholar