Search Results for author: Yunyan Xing

Found 2 papers, 1 papers with code

Multimorbidity Content-Based Medical Image Retrieval Using Proxies

no code implementations22 Nov 2022 Yunyan Xing, Benjamin J. Meyer, Mehrtash Harandi, Tom Drummond, ZongYuan Ge

Medical imaging data, such as radiology images, are often multimorbidity; a single sample may have more than one pathology present.

Content-Based Image Retrieval Decision Making +3

Adversarial Pulmonary Pathology Translation for Pairwise Chest X-ray Data Augmentation

1 code implementation11 Oct 2019 Yunyan Xing, ZongYuan Ge, Rui Zeng, Dwarikanath Mahapatra, Jarrel Seah, Meng Law, Tom Drummond

We demonstrate the effectiveness of our model on two tasks: (i) we invite certified radiologists to assess the quality of the generated synthetic images against real and other state-of-the-art generative models, and (ii) data augmentation to improve the performance of disease localisation.

Data Augmentation Image-to-Image Translation +1

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