| Medpath: Augmenting health risk prediction via medical knowledge paths M Ye*, S Cui*, Y Wang, J Luo, C Xiao, F Ma Proceedings of the Web Conference 2021, 1397-1409, 2021 | 50 | 2021 |
| Medretriever: Target-driven interpretable health risk prediction via retrieving unstructured medical text M Ye*, S Cui*, Y Wang, J Luo, C Xiao, F Ma 30th ACM International Conference on Information & Knowledge Management …, 2021 | 18 | 2021 |
| Towards personalized federated learning via heterogeneous model reassembly J Wang, X Yang, S Cui, L Che, L Lyu, DDK Xu, F Ma Advances in Neural Information Processing Systems 36, 2024 | 16 | 2024 |
| Towards federated covid-19 vaccine side effect prediction J Wang, C Qian, S Cui, L Glass, F Ma Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022 | 10 | 2022 |
| Medskim: Denoised health risk prediction via skimming medical claims data S Cui, J Luo, M Ye, J Wang, T Wang, F Ma 2022 IEEE International Conference on Data Mining (ICDM), 81-90, 2022 | 8 | 2022 |
| Hierarchical pretraining on multimodal electronic health records X Wang, J Luo, J Wang, Z Yin, S Cui, Y Zhong, Y Wang, F Ma Proceedings of the Conference on Empirical Methods in Natural Language …, 2023 | 7 | 2023 |
| Automed: automated medical risk predictive modeling on electronic health records S Cui, J Wang, X Gui, T Wang, F Ma 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2022 | 6 | 2022 |
| Meddiffusion: Boosting health risk prediction via diffusion-based data augmentation Y Zhong, S Cui, J Wang, X Wang, Z Yin, Y Wang, H Xiao, M Huai, T Wang, ... Proceedings of the 2024 SIAM International Conference on Data Mining (SDM …, 2024 | 3 | 2024 |
| FedLEGO: Enabling Heterogenous Model Cooperation via Brick Reassembly in Federated Learning J Wang, S Cui, F Ma International Workshop on Federated Learning for Distributed Data Mining, 2023 | 3 | 2023 |
| Automated fusion of multimodal electronic health records for better medical predictions S Cui, J Wang, Y Zhong, H Liu, T Wang, F Ma Proceedings of the 2024 SIAM International Conference on Data Mining (SDM …, 2024 | 2 | 2024 |
| Automated Multi-Task Learning for Joint Disease Prediction on Electronic Health Records S Cui, P Mitra arXiv preprint arXiv:2403.04086, 2024 | | 2024 |
| Predicting line of therapy transition via similar patient augmentation S Cui, G Wei, L Zhou, E Zhao, T Wang, F Ma Journal of Biomedical Informatics 147, 104511, 2023 | | 2023 |
