Yuhan Zhou

Research Interests

Data Quality; Health Informatics; Multi-modal Data

Publications

Zhou, Y., Tu, F., Sha, K., Ding, J., & Chen, H. (2024, July). A survey on data quality dimensions and tools for machine learning. In 2024 IEEE International Conference on Artificial Intelligence Testing (AITest) (pp. 120-131). IEEE.

Chen, H., Zhou, Y., Li, R., Illa, A. M., Cleveland, A., & Ding, J. (2026). A comprehensive survey on medical concept normalization: Datasets, techniques, applications, and future directions. Journal of Biomedical Informatics, 105005.

Zhou, Y., Chen, H., & Sha, K. (2026). A novel multi-layer task-centric and data quality framework for autonomous driving. IEEE Internet Computing.

Zhou, Y., Sattari, M., Chen, H., & Sha, K. (2026). Modeling and Measuring Redundancy in Multisource Multimodal Data for Autonomous Driving. arXiv preprint arXiv:2603.06544.

Tran, N., Chen, H., Cleveland, A., & Zhou, Y. (2025). Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature. arXiv preprint arXiv:2507.16820.