All-In-One Medical Image Restoration via Task-Adaptive Routing

1 code implementation • 30 May 2024 • Zhiwen Yang, Haowei Chen, Ziniu Qian, Yang Yi, HUI ZHANG, Dan Zhao, Bingzheng Wei, Yan Xu

In this paper, we focus on the task of all-in-one medical image restoration, aiming to address multiple distinct MedIR tasks with a single universal model.

Transformer based multiple instance learning for weakly supervised histopathology image segmentation

1 code implementation • 18 May 2022 • Ziniu Qian, Kailu Li, Maode Lai, Eric I-Chao Chang, Bingzheng Wei, Yubo Fan, Yan Xu

Hispathological image segmentation algorithms play a critical role in computer aided diagnosis technology.

Image Segmentation Multiple Instance Learning +4