Search Results for author: Yanzhan Yang

Found 2 papers, 1 papers with code

ProCo: Prototype-aware Contrastive Learning for Long-tailed Medical Image Classification

1 code implementation1 Sep 2022 Zhixiong Yang, Junwen Pan, Yanzhan Yang, Xiaozhou Shi, Hong-Yu Zhou, Zhicheng Zhang, Cheng Bian

The overall framework, namely as Prototype-aware Contrastive learning (ProCo), is unified as a single-stage pipeline in an end-to-end manner to alleviate the imbalanced problem in medical image classification, which is also a distinct progress than existing works as they follow the traditional two-stage pipeline.

Contrastive Learning Image Classification +1

Label-efficient Hybrid-supervised Learning for Medical Image Segmentation

no code implementations10 Mar 2022 Junwen Pan, Qi Bi, Yanzhan Yang, Pengfei Zhu, Cheng Bian

Due to the lack of expertise for medical image annotation, the investigation of label-efficient methodology for medical image segmentation becomes a heated topic.

Image Segmentation Medical Image Segmentation +2

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