Search Results for author: Zhaoyang Xu

Found 6 papers, 1 papers with code

Change Detection Methods for Remote Sensing in the Last Decade: A Comprehensive Review

no code implementations9 May 2023 Guangliang Cheng, Yunmeng Huang, Xiangtai Li, Shuchang Lyu, Zhaoyang Xu, Qi Zhao, Shiming Xiang

We first introduce some preliminary knowledge for the change detection task, such as problem definition, datasets, evaluation metrics, and transformer basics, as well as provide a detailed taxonomy of existing algorithms from three different perspectives: algorithm granularity, supervision modes, and learning frameworks in the methodology section.

Change Detection Change detection for remote sensing images

Deep learning-based survival prediction for multiple cancer types using histopathology images

no code implementations16 Dec 2019 Ellery Wulczyn, David F. Steiner, Zhaoyang Xu, Apaar Sadhwani, Hongwu Wang, Isabelle Flament, Craig H. Mermel, Po-Hsuan Cameron Chen, Yun Liu, Martin C. Stumpe

Our analysis demonstrates the potential for this approach to provide prognostic information in multiple cancer types, and even within specific pathologic stages.

Survival Prediction

US-net for robust and efficient nuclei instance segmentation

no code implementations31 Jan 2019 Zhaoyang Xu, Faranak Sobhani, Carlos Fernandez Moro, Qianni Zhang

We present a novel neural network architecture, US-Net, for robust nuclei instance segmentation in histopathology images.

Instance Segmentation Segmentation +1

GAN-based Virtual Re-Staining: A Promising Solution for Whole Slide Image Analysis

no code implementations13 Jan 2019 Zhaoyang Xu, Xingru Huang, Carlos Fernández Moro, Béla Bozóky, Qianni Zhang

We proposed a conditional CycleGAN (cCGAN) network to transform the H\&E stained images into IHC stained images, facilitating virtual IHC staining on the same slide.


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