548 citations · 659 across the 3 of their papers we have counts for
3 papers
eess.IV2021★ 85 cited
Explainable Diabetic Retinopathy Detection and Retinal Image Generation
Yuhao Niu, Lin Gu, Yitian Zhao +1
Though deep learning has shown successful performance in classifying the label and severity stage of certain diseases, most of them give few explanations on how to make predictions…
cs.CV2019★ 548 cited
Understanding Adversarial Attacks on Deep Learning Based Medical Image Analysis Systems
Xingjun Ma, Yuhao Niu, Lin Gu +4
Deep neural networks (DNNs) have become popular for medical image analysis tasks like cancer diagnosis and lesion detection. However, a recent study demonstrates that medical deep…
cs.CV2018★ 26 cited
Pathological Evidence Exploration in Deep Retinal Image Diagnosis
Yuhao Niu, Lin Gu, Feng Lu +7
Though deep learning has shown successful performance in classifying the label and severity stage of certain disease, most of them give few evidence on how to make prediction. Here…