A Novel Emotion Recognition Method Incorporating MST-based Brain Network and FVMD-GAMPE. - Shilin Zhang; Bin Hu 001; Ji Bian; Mingzhe Zhang 001; Xiangwei Zheng 001 (BIBM, 2021)

A Pervasive Multi-physiological Signal-Based Emotion Classification with Shapelet Transformation and Decision Fusion. - Shichao Zhang; Xiangwei Zheng 001; Mingzhe Zhang 001; Gengyuan Guo; Cun Ji (CollaborateCom (1), 2021)

ECG Prediction based on Bidirectional Time Series Chain Discovery Algorithm. - Xiangwei Zheng 001; Xiunan Zou; Xiuxiu Ren; Cun Ji; Mingzhe Zhang 001 (ICCSE, 2021)

A Learning State Monitoring Method Based on Face Feature and Posture. - Xiaoyi Qiao; Xiangwei Zheng 001; Shuqin Li; Mingzhe Zhang 001 (ChineseCSCW (2), 2022)

Spatial-Temporal Fusion Pseudo-Labeling Based Informative Frame Classification for Confocal Laser Endomicroscopy Video. - Zhaohui Wang; Xiangwei Zheng 001; Dejian Su; Mingzhe Zhang 001 (BIBM, 2023)

The intelligent gastrointestinal metaplasia assessment based on deformable transformer with token merging. - Zheng Li; Xiangwei Zheng 001; Yijun Mu; Mingzhe Zhang 001; Guanqun Liu 007 (Biomed. Signal Process. Control., 2024)

A Swin transformer encoder-based StyleGAN for unbalanced endoscopic image enhancement. - Bo Deng; Xiangwei Zheng 001; Xuanchi Chen; Mingzhe Zhang 001 (Comput. Biol. Medicine, 2024)

Three-Branch BERT-Based Text Classification Network for Gastroscopy Diagnosis Text. - Zhichao Wang; Xiangwei Zheng 001; Jinsong Zhang; Mingzhe Zhang 001 (Int. J. Crowd Sci., 2024)

Endoscopic video aided identification method for gastric area. - Xiang-Wei Zheng 001; Dejian Su; Xuanchi Chen; Mingzhe Zhang 001 (J. King Saud Univ. Comput. Inf. Sci., 2024)

Self-supervised visual-textual prompt learning for few-shot grading of gastric intestinal metaplasia. - Xuanchi Chen; Xiangwei Zheng 001; Zhen Li 049; Mingjun Ma; Mingzhe Zhang 001 (Knowl. Based Syst., 2024)

An endoscopic images and diagnostic records based multimodal method for severity grading of gastric cancer. - Xingyu Zhang; Xiangwei Zheng 001; Minghan Dong; Mingzhe Zhang 001 (Biomed. Signal Process. Control., 2025)

CDCLIP: An interpretable zero-shot medical image classification framework based on concept decomposition. - Zheng Li; Xiang-Wei Zheng 001; Dejian Su; Mingzhe Zhang 001 (Biomed. Signal Process. Control., 2026)

Few-shot image segmentation on gastric intestinal metaplasia with attention-based progressive prototype alignment. - Xiaomei Yu; Rui Li; Mingzhe Zhang 001; Zhaohui Wang; Xiangwei Zheng 001 (Biomed. Signal Process. Control., 2026)

A Fine-tuning Multimodal Large Language Model for Endoscopic Report Generation. - Xingyu Zhang; Xiangwei Zheng 001; Zhen Li 049; Mingjun Ma; Xiao Liang; Xiuxiu Ren; Mingzhe Zhang 001 (Biomed. Signal Process. Control., 2026)

Self-supervised exceptional prototypical network for few-shot grading of gastric intestinal metaplasia. - Xuanchi Chen; Yonghui Xu; Zhen Li 049; Mingzhe Zhang 001; Han Yu 001; Lizhen Cui 001; Xiangwei Zheng 001 (Neural Networks, 2026)

EVAD-YOLO: An endoscopic video anomaly detection based on improved YOLOV11. - Minghan Dong; Xia Zhang; Xiangwei Zheng 001; Mingzhe Zhang 001 (Medical Biol. Eng. Comput., 2026)