In a collaboration with the DB group led by Beng Chin Ooi at the National University of Singapore, we investigate data engineering and machine learning solutions that support healthcare applications.
Publications
- Zheng, K., Cai, S., Chua, H. R., Herschel, M., Zhang, M., & Ooi, B. C. (2022). DyHealth: Making Neural Networks Dynamic for Effective Healthcare Analytics. Proceedings of the VLDB Endowment (PVLDB), 15(12), 3445--3458. https://www.vldb.org/pvldb/vol15/p3445-ooi.pdf
- Zheng, K., Chen, G., Herschel, M., Ngiam, K. Y., Ooi, B. C., & Gao, J. (2021). PACE: Learning Effective Task Decomposition for Human-in-the-loop Healthcare Delivery. In Proceedings of the ACM SIG Conference on the Management of Data (SIGMOD). https://dl.acm.org/doi/pdf/10.1145/3448016.3457281