近5年发表SCI等高水平论文20余篇,获得国家发明专利授权3项,实用新型专利2项,软件著作权十余项。部分代表作(一作或通讯)如下:
1.Trial Selection Tensor Canonical Correlation Analysis (TSTCCA) for Depression Recognition with Facial Expression and Pupil Diameter[J]. IEEE Journal of Biomedical and Health Informatics, 2023.(SCI一区TOP,IF:7.7)
2.Undisturbed mental state assessment in the 5G era: a case study of depression detection based on facial expressions[J]. IEEE Wireless Communications, 2021, 28(3): 46-53.(SCI一区TOP,IF:12.42)
3.Depressive semantic awareness from vlog facial and vocal streams via spatio-temporal transformer[J]. Digital Communications and Networks, 2023.(SCI一区TOP,IF:7.9)
4.Detecting depression based on facial cues elicited by emotional stimuli in video[J]. Computers in Biology and Medicine, 2023, 165: 107457.(SCI二区,IF:7.7)
5.Classifying Anxiety and Depression through LLMs Virtual Interactions: A Case Study with ChatGPT, IEEE International Conference on Bioinformatics and Biomedicine, 2023. (CCF-B)
6.What Can Facial Movements Reveal? Depression Recognition and Analysis based on Optical Flow using Bayesian Networks[J]. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2023.(SCI二区,IF:4.9)
7.Clustering Based on Eye Tracking Data for Depression Recognition[J]. IEEE Transactions on Cognitive and Developmental Systems, 2022.(SCI三区,IF:5.0)
8.Filterable sample consensus based on angle variance for pupil segmentation[J]. Digital Signal Processing, 2022, 130: 103695.(SCI三区,IF:2.9)
9.AX-Unet: A deep learning framework for image segmentation to assist pancreatic tumor diagnosis[J]. Frontiers in Oncology, 2022, 12: 894970.(SCI三区,IF:6.2)
10.Retinal Vessel Segmentation Using Multi-scale Generative Adversarial Network with Class Activation Mapping[C]//International Conference on Wireless Mobile Communication and Healthcare. Cham: Springer International Publishing, 2021: 95-105.(会议最佳论文)