| SINGA: A distributed deep learning platform BC Ooi, KL Tan, S Wang, W Wang, Q Cai, G Chen, J Gao, Z Luo, ... Proceedings of the 23rd ACM international conference on Multimedia, 685-688, 2015 | 181 | 2015 |
| Big healthcare data analytics: Challenges and applications C Lee, Z Luo, KY Ngiam, M Zhang, K Zheng, G Chen, BC Ooi, WLJ Yip Handbook of Large-Scale Distributed Computing in Smart Healthcare, 11-41, 2017 | 108 | 2017 |
| A survey of query result diversification K Zheng, H Wang, Z Qi, J Li, H Gao Knowledge and Information Systems 51, 1-36, 2017 | 61 | 2017 |
| Resolving the bias in electronic medical records K Zheng, J Gao, KY Ngiam, BC Ooi, WLJ Yip Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017 | 57 | 2017 |
| ARM-Net: Adaptive Relation Modeling Network for Structured Data S Cai, K Zheng, G Chen, HV Jagadish, BC Ooi, M Zhang Proceedings of the 2021 International Conference on Management of Data, 207-220, 2021 | 51 | 2021 |
| Capturing Feature-Level Irregularity in Disease Progression Modeling K Zheng, W Wang, J Gao, KY Ngiam, BC Ooi, WLJ Yip Proceedings of the 2017 ACM on Conference on Information and Knowledge …, 2017 | 35 | 2017 |
| MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines Z Luo, SH Yeung, M Zhang, K Zheng, L Zhu, G Chen, F Fan, Q Lin, ... 2021 IEEE 37th International Conference on Data Engineering (ICDE), 1655-1666, 2021 | 31 | 2021 |
| TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications K Zheng, S Cai, HR Chua, W Wang, KY Ngiam, BC Ooi Proceedings of the 2020 ACM SIGMOD International Conference on Management of …, 2020 | 25 | 2020 |
| PACE: Learning Effective Task Decomposition for Human-in-the-loop Healthcare Delivery K Zheng, G Chen, M Herschel, KY Ngiam, BC Ooi, J Gao Proceedings of the 2021 International Conference on Management of Data, 2156 …, 2021 | 17 | 2021 |
| DyHealth: making neural networks dynamic for effective healthcare analytics K Zheng, S Cai, HR Chua, M Herschel, M Zhang, BC Ooi Proceedings of the VLDB Endowment 15 (12), 3445-3458, 2022 | 10 | 2022 |
| Health Care Analytics With Time-Invariant and Time-Variant Feature Importance to Predict Hospital-Acquired Acute Kidney Injury: Observational Longitudinal Study HR Chua, K Zheng, A Vathsala, KY Ngiam, HK Yap, L Lu, HY Tiong, ... Journal of Medical Internet Research 23 (12), e30805, 2021 | 10 | 2021 |
| ELDA: Learning Explicit Dual-Interactions for Healthcare Analytics Q Cai, K Zheng, BC Ooi, W Wang, C Yao 2022 IEEE 38th International Conference on Data Engineering (ICDE), 393-406, 2022 | 6 | 2022 |
| Development of a dental diet-tracking mobile app for improved caries-related dietary behaviours: Key features and pilot evaluation of quality CE Goh, K Zheng, WY Chua, T Nguyen, C Liu, CK Koh, GKY Lee, CM Tay, ... Digital Health 10, 20552076241228433, 2024 | 5 | 2024 |
| From Plate to Prevention: A Dietary Nutrient-aided Platform for Health Promotion in Singapore K Zheng, T Nguyen, JHS Chong, CE Goh, M Herschel, HH Lee, C Liu, ... arXiv preprint arXiv:2301.03829, 2023 | 2 | 2023 |
| eDental: Managing Your Dental Care in Diet Diaries K Zheng, T Nguyen, C Liu, CE Goh, BC Ooi Proceedings of the 31st ACM International Conference on Information …, 2022 | 2 | 2022 |
| Exploiting Negative Samples: A Catalyst for Cohort Discovery in Healthcare Analytics K Zheng, HR Chua, M Herschel, HV Jagadish, BC Ooi, JWL Yip Forty-first International Conference on Machine Learning, 2024 | 1 | 2024 |
| Toward cohort intelligence: A universal cohort representation learning framework for electronic health record analysis C Liu, W Zhang, BC Ooi, JWL Yip, L Zeng, K Zheng arXiv preprint arXiv:2304.04468, 2023 | 1 | 2023 |
| Application of Artificial Intelligence in the Assessment of Thyroid Eye Disease (TED)-A Scoping Review CL Chng, K Zheng, AK Kwee, MHH Lee, D Ting, CP Wong, G Hu, BC Ooi, ... Frontiers in Endocrinology 14, 1300196, 2023 | 1 | 2023 |
| Towards Robust Cross-domain Image Understanding with Unsupervised Noise Removal L Zhu, Z Luo, W Wang, M Zhang, G Chen, K Zheng Proceedings of the 29th ACM International Conference on Multimedia, 3024-3033, 2021 | 1 | 2021 |
| Attentive Geo-Social Group Recommendation F Yu, F Fan, S Jiang, K Zheng arXiv preprint arXiv:1911.05466, 2019 | 1 | 2019 |
