7 citations · 20 across the 4 of their papers we have counts for
4 papers
Domain Adaptive Robotic Gesture Recognition with Unsupervised Kinematic-Visual Data Alignment
Xueying Shi, Yueming Jin, Qi Dou +2
Automated surgical gesture recognition is of great importance in robot-assisted minimally invasive surgery. However, existing methods assume that training and testing data are from…
LRTD: Long-Range Temporal Dependency based Active Learning for Surgical Workflow Recognition
Xueying Shi, Yueming Jin, Qi Dou +1
Automatic surgical workflow recognition in video is an essentially fundamental yet challenging problem for developing computer-assisted and robotic-assisted surgery. Existing appro…
An Active Learning Approach for Reducing Annotation Cost in Skin Lesion Analysis
Xueying Shi, Qi Dou, Cheng Xue +3
Automated skin lesion analysis is very crucial in clinical practice, as skin cancer is among the most common human malignancy. Existing approaches with deep learning have achieved…
Robust Learning at Noisy Labeled Medical Images: Applied to Skin Lesion Classification
Cheng Xue, Qi Dou, Xueying Shi +2
Deep neural networks (DNNs) have achieved great success in a wide variety of medical image analysis tasks. However, these achievements indispensably rely on the accurately-annotate…