2 citations · 2 across the 7 of their papers we have counts for
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cs.CV2020
Exploring Instance-Level Uncertainty for Medical Detection
Jiawei Yang, Yuan Liang, Yao Zhang +3
The ability of deep learning to predict with uncertainty is recognized as key for its adoption in clinical routines. Moreover, performance gain has been enabled by modelling uncert…
eess.IV2020
Oral-3D: Reconstructing the 3D Bone Structure of Oral Cavity from 2D Panoramic X-ray
Weinan Song, Yuan Liang, Jiawei Yang +2
Panoramic X-ray (PX) provides a 2D picture of the patient's mouth in a panoramic view to help dentists observe the invisible disease inside the gum. However, it provides limited 2D…
eess.IV2020
T-Net: Learning Feature Representation with Task-specific Supervision for Biomedical Image Analysis
Weinan Song, Yuan Liang, Jiawei Yang +2
The encoder-decoder network is widely used to learn deep feature representations from pixel-wise annotations in biomedical image analysis. Under this structure, the performance pro…