Learned Multi-layer Residual Sparsifying Transform Model for Low-dose CT Reconstruction. - Xikai Yang; Xuehang Zheng; Yong Long; Saiprasad Ravishankar (CoRR, 2020)

Multi-layer Residual Sparsifying Transform (MARS) Model for Low-dose CT Image Reconstruction. - Xikai Yang; Yong Long; Saiprasad Ravishankar (CoRR, 2020)

Two-layer clustering-based sparsifying transform learning for low-dose CT reconstruction. - Xikai Yang; Yong Long; Saiprasad Ravishankar (CoRR, 2020)

Multi-layer Clustering-based Residual Sparsifying Transform for Low-dose CT Image Reconstruction. - Xikai Yang; Zhishen Huang; Yong Long; Saiprasad Ravishankar (CoRR, 2022)

CPSC: Conformal Prediction With Shrunken Centroids for Efficient Prediction Reliability Quantification and Data Augmentation, a Case in Alternative Herbal Medicine Classification With Electronic Nose. - Li Liu 046; Xianghao Zhan; Xikai Yang; Xiaoqing Guan; Rumeng Wu; Zhan Wang; Zhiyuan Luo 001; You Wang 001; Guang Li 001 (IEEE Trans. Instrum. Meas., 2022)

Semi-supervised Class Imbalanced Deep Learning for Cardiac MRI Segmentation. - Yuchen Yuan; Xi Wang 013; Xikai Yang; Ruijiang Li; Pheng-Ann Heng (MICCAI (4), 2023)

Decoupling Feature Representations of Ego and Other Modalities for Incomplete Multi-modal Brain Tumor Segmentation. - Kaixiang Yang; Wenqi Shan; Xudong Li; Xuan Wang; Xikai Yang; Xi Wang 013; Pheng-Ann Heng; Qiang Li 018; Zhiwei Wang 002 (BIBM, 2024)

Coarse-to-Fine Latent Diffusion Model for Glaucoma Forecast on Sequential Fundus Images. - Yuhan Zhang 001; Kun Huang; Xikai Yang; Xiao Ma 011; Jian Wu; Ningli Wang; Xi Wang 013; Pheng-Ann Heng (MICCAI (5), 2024)

Multi-scale Spatio-temporal Transformer-based Imbalanced Longitudinal Learning for Glaucoma Forecasting from Irregular Time Series Images. - Xikai Yang; Jian Wu; Xi Wang 013; Yuchen Yuan; Ningli Wang; Pheng-Ann Heng (CoRR, 2024)

Effective Semi-Supervised Medical Image Segmentation With Probabilistic Representations and Prototype Learning. - Yuchen Yuan; Xi Wang 013; Xikai Yang; Pheng-Ann Heng (IEEE Trans. Medical Imaging, 2025)

Multi-Scale Spatio-Temporal Transformer-Based Imbalanced Longitudinal Learning for Glaucoma Forecasting From Irregular Time Series Images. - Xikai Yang; Jian Wu; Xi Wang 013; Yuchen Yuan; Jinpeng Li 004; Guangyong Chen; Ning Li Wang; Pheng-Ann Heng (IEEE J. Biomed. Health Informatics, 2025)

Medical Large Vision Language Models with Multi-Image Visual Ability. - Xikai Yang; Juzheng Miao; Yuchen Yuan; Jiaze Wang; Qi Dou 001; Jinpeng Li 004; Pheng-Ann Heng (CoRR, 2025)

From Learning to Unlearning: Biomedical Security Protection in Multimodal Large Language Models. - Dunyuan Xu; Xikai Yang; Yaoqian Li; Jinpeng Li 004; Pheng-Ann Heng (CoRR, 2025)