Search Results for author: Yulin Deng

Found 2 papers, 2 papers with code

DRR4Covid: Learning Automated COVID-19 Infection Segmentation from Digitally Reconstructed Radiographs

1 code implementation26 Aug 2020 Pengyi Zhang, Yunxin Zhong, Yulin Deng, Xiaoying Tang, Xiaoqiong Li

The infection-aware DRR generator is able to produce DRRs with adjustable strength of radiological signs of COVID-19 infection, and generate pixel-level infection annotations that match the DRRs precisely.

COVID-19 Diagnosis Domain Adaptation +1

A Survey on Deep Learning of Small Sample in Biomedical Image Analysis

1 code implementation1 Aug 2019 Pengyi Zhang, Yunxin Zhong, Yulin Deng, Xiaoying Tang, Xiaoqiong Li

In order to accelerate the clinical usage of biomedical image analysis based on deep learning techniques, we intentionally expand this survey to include the explanation methods for deep models that are important to clinical decision making.

Active Learning Data Augmentation +4

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