Translating B-ultrsound to Elastography through hierarchical structural consistency learning.

Enhancing the domain generalization capability of gaze estimation through generative self-adversarial learning.

The human brain processes shape and texture information separately through different neurons in the visual system. Inspired by that, we proposed a shape-and-texture-biased two-stream network to enhance the shape feature representation in knowledge-guided medical image analysis.

We propose a novel automatic melanoma recognition method based on the multi-scale features and probability map.

In this paper, we use a deep learning method to realize automatic dental staging, which is an image classification task. Sample imbalance is found to influence the staging accuracy of deep learning method. Aiming at the problem, an optimized method for dental staging is proposed.