68 citations · 87 across the 5 of their papers we have counts for
7 papers
Stabilized Medical Image Attacks
Gege Qi, Lijun Gong, Yibing Song +2
Convolutional Neural Networks (CNNs) have advanced existing medical systems for automatic disease diagnosis. However, a threat to these systems arises that adversarial attacks make…
Distractor-Aware Neuron Intrinsic Learning for Generic 2D Medical Image Classifications
Lijun Gong, Kai Ma, Yefeng Zheng
Medical image analysis benefits Computer Aided Diagnosis (CADx). A fundamental analyzing approach is the classification of medical images, which serves for skin lesion diagnosis, d…
GREEN: a Graph REsidual rE-ranking Network for Grading Diabetic Retinopathy
Shaoteng Liu, Lijun Gong, Kai Ma +1
The automatic grading of diabetic retinopathy (DR) facilitates medical diagnosis for both patients and physicians. Existing researches formulate DR grading as an image classificati…
Attentive CT Lesion Detection Using Deep Pyramid Inference with Multi-Scale Booster
Qingbin Shao, Lijun Gong, Kai Ma +2
Accurate lesion detection in computer tomography (CT) slices benefits pathologic organ analysis in the medical diagnosis process. More recently, it has been tackled as an object de…
Joint Face Hallucination and Deblurring via Structure Generation and Detail Enhancement
Yibing Song, Jiawei Zhang, Lijun Gong +5
We address the problem of restoring a high-resolution face image from a blurry low-resolution input. This problem is difficult as super-resolution and deblurring need to be tackled…
VITAL: VIsual Tracking via Adversarial Learning
Yibing Song, Chao Ma, Xiaohe Wu +6
The tracking-by-detection framework consists of two stages, i.e., drawing samples around the target object in the first stage and classifying each sample as the target object or as…