Search Results for author: Weihua Yang

Found 2 papers, 1 papers with code

Multi-rater Prism: Learning self-calibrated medical image segmentation from multiple raters

no code implementations1 Dec 2022 Junde Wu, Huihui Fang, Yehui Yang, Yuanpei Liu, Jing Gao, Lixin Duan, Weihua Yang, Yanwu Xu

In this paper, we propose a novel neural network framework, called Multi-Rater Prism (MrPrism) to learn the medical image segmentation from multiple labels.

Image Segmentation Medical Image Segmentation +2

Calibrate the inter-observer segmentation uncertainty via diagnosis-first principle

2 code implementations5 Aug 2022 Junde Wu, Huihui Fang, Hoayi Xiong, Lixin Duan, Mingkui Tan, Weihua Yang, Huiying Liu, Yanwu Xu

Inspired by this observation, we propose diagnosis-first principle, which is to take disease diagnosis as the criterion to calibrate the inter-observer segmentation uncertainty.

Image Segmentation Lesion Segmentation +3

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