博士，汕头大学生物医学工程系讲师。2026年6月于南方科技大学获得博士学位，2026年8月加入汕头大学。主要从事智能医疗监护技术研究，聚焦视频非接触健康感知与医疗辅助诊断。目前以第一作者或通讯作者发表论文10余篇，相关成果发表于 IEEE Transactions on Biomedical Engineering、IEEE Journal of Biomedical and Health Informatics、IEEE Internet of Things Journal、Information Fusion、Neurocomputing 等期刊。
欢迎对视频非接触生理感知、智能医疗监护和医学人工智能感兴趣的研究生、本科生加入课题组。有意者可将个人简历及简要研究计划发送至邮箱：dmhuang7@stu.edu.cn
Google Scholar：https://scholar.google.com/citations?user=D3Tjba0AAAAJ&hl=en
研究方向
视频非接触生命体征监测
医学生理信号智能分析
教育背景
2022-2026南方科技大学，博士
工作经历
2026.8-至今 汕头大学生物医学工程系讲师
科研论文
1. D. Huang, D. Jiang, S. Zhou, et al. Emotional Lateralization-inspired Spatiotemporal Neural Networks for EEG-based Emotion Recognition. Information fusion. 2025.
2. D. Huang, M. Xia, L. Pan, et al. Prototype-driven Hard-sample Contrastive Learning for Camera-based Respiratory Imaging Analysis. IEEE Journal of Biomedical and Health Informatics. 2025.
3. D. Huang, C. Liao, J. Mai, et al. Camera-based Infant Suffocation Risk Detection via Text-to-Image Generation for Guarding Sleep Safety. IEEE Journal of Biomedical and Health Informatics. 2025.
4. D. Huang, Y. Zeng, Y. Zhu, et al. Camera-based respiratory imaging system for monitoring infant thoracoabdominal patterns of respiration. IEEE Journal of Biomedical and Health Informatics. 2024.
5. D. Huang, X. Tao, Y. Huang, et al. Camera-based respiratory imaging for intelligent rehabilitation assessment of thoracic surgery patients. IEEE Internet of Things Journal. 2024. (获国家基金委报道)
6. D. Huang, D. Yu, Y. Zeng, et al. Generalized camera-based infant sleep-wake monitoring in nicus: A multicenter clinical trial. IEEE Journal of Biomedical and Health Informatics. 2024.
7. D. Huang, L. Wang, W. Wang. A multi-center clinical trial for wireless stethoscope-based diagnosis and prognosis of children community-acquired pneumonia. IEEE Transactions on Biomedical Engineering. 2023.
8. D. Huang, J. Huang, K. Qiao, et al. Deep learning-based lung sound analysis for intelligent stethoscope. Military Medical Research. 2023.
9. D. Huang, S. Zhou, D. Jiang, et al. Generator-based domain adaptation method with knowledge free for crosssubject EEG emotion recognition. Cognitive Computation. 2022.
10. D. Huang, S. Chen, C. Liu, et al. Differences first in asymmetric brain: A bi-hemisphere discrepancy convolutional neural network for EEG emotion recognition. Neurocomputing. 2021.
11. D. Huang, L. Wang, H. Lu, et al. A contrastive embedding-based domain adaptation method for lung sound recognition in children community-acquired pneumonia. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 2023.
12. D. Huang, L. Ren, H. Lu, et al. A scene adaption framework for infant cry detection in obstetrics. The 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). 2023.
