Healthcare Analytics

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

  1. 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
  2. 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).
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