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Explainable Diabetic Retinopathy Detection and Retinal Image Generation


Jul 01, 2021
Yuhao Niu, Lin Gu, Yitian Zhao, Feng Lu

* Code is available at https://github.com/zzdyyy/Patho-GAN 

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Understanding Adversarial Attacks on Deep Learning Based Medical Image Analysis Systems


Jul 24, 2019
Xingjun Ma, Yuhao Niu, Lin Gu, Yisen Wang, Yitian Zhao, James Bailey, Feng Lu

* 15 pages, 10 figures 

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Pathological Evidence Exploration in Deep Retinal Image Diagnosis


Dec 06, 2018
Yuhao Niu, Lin Gu, Feng Lu, Feifan Lv, Zongji Wang, Imari Sato, Zijian Zhang, Yangyan Xiao, Xunzhang Dai, Tingting Cheng

* to appear in AAAI (2019). The first two authors contributed equally to the paper. Corresponding Author: Feng Lu 

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