Search Results for author: Zhaoheng Xie

Found 3 papers, 1 papers with code

FP-PET: Large Model, Multiple Loss And Focused Practice

no code implementations22 Sep 2023 Yixin Chen, Ourui Fu, Wenrui Shao, Zhaoheng Xie

This study presents FP-PET, a comprehensive approach to medical image segmentation with a focus on CT and PET images.

Image Segmentation Medical Image Segmentation +2

Ultrasonic Image's Annotation Removal: A Self-supervised Noise2Noise Approach

1 code implementation9 Jul 2023 Yuanheng Zhang, Nan Jiang, Zhaoheng Xie, Junying Cao, Yueyang Teng

Accurately annotated ultrasonic images are vital components of a high-quality medical report.

Denoising

Label-noise-tolerant medical image classification via self-attention and self-supervised learning

no code implementations16 Jun 2023 Hongyang Jiang, Mengdi Gao, Yan Hu, Qiushi Ren, Zhaoheng Xie, Jiang Liu

Therefore, in this work, we innovatively devise noise-robust training approach to mitigate the adverse effects of noisy labels in medical image classification.

Contrastive Learning Image Classification +2

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