Xikai Yang

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 7

Top Topics

Class Imbalanced

Image Reconstruction

Top Venues

IEEE Trans. Instrum. Meas.

Publications

Xikai Yang, Jian Wu, Xi Wang, Yuchen Yuan, Ningli Wang, Pheng-Ann Heng
Multi-scale Spatio-temporal Transformer-based Imbalanced Longitudinal Learning for Glaucoma Forecasting from Irregular Time Series Images. CoRR (2024)
Yuchen Yuan, Xi Wang, Xikai Yang, Ruijiang Li, Pheng-Ann Heng
Semi-supervised Class Imbalanced Deep Learning for Cardiac MRI Segmentation. MICCAI (4) (2023)
Xikai Yang, Zhishen Huang, Yong Long, Saiprasad Ravishankar
Multi-layer Clustering-based Residual Sparsifying Transform for Low-dose CT Image Reconstruction. CoRR (2022)
Li Liu, Xianghao Zhan, Xikai Yang, Xiaoqing Guan, Rumeng Wu, Zhan Wang, Zhiyuan Luo, You Wang, Guang Li
CPSC: Conformal Prediction With Shrunken Centroids for Efficient Prediction Reliability Quantification and Data Augmentation, a Case in Alternative Herbal Medicine Classification With Electronic Nose. IEEE Trans. Instrum. Meas. 71 (2022)
Xikai Yang, Yong Long, Saiprasad Ravishankar
Two-layer clustering-based sparsifying transform learning for low-dose CT reconstruction. CoRR (2020)
Xikai Yang, Xuehang Zheng, Yong Long, Saiprasad Ravishankar
Learned Multi-layer Residual Sparsifying Transform Model for Low-dose CT Reconstruction. CoRR (2020)
Xikai Yang, Yong Long, Saiprasad Ravishankar
Multi-layer Residual Sparsifying Transform (MARS) Model for Low-dose CT Image Reconstruction. CoRR (2020)