| EMERGE: Integrating RAG for Improved Multimodal EHR Predictive Modeling Y Zhu, C Ren, Z Wang, X Zheng, S Xie, J Feng, X Zhu, Z Li, L Ma, C Pan arXiv preprint arXiv:2406.00036, 2024 | 11* | 2024 |
| A comprehensive benchmark for COVID-19 predictive modeling using electronic health records in intensive care J Gao, Y Zhu, W Wang, Z Wang, G Dong, W Tang, H Wang, Y Wang, ... Patterns 5 (4), 2024 | 8* | 2024 |
| Prompting large language models for zero-shot clinical prediction with structured longitudinal electronic health record data Y Zhu, Z Wang, J Gao, Y Tong, J An, W Liao, EM Harrison, L Ma, C Pan arXiv preprint arXiv:2402.01713, 2024 | 5 | 2024 |
| PRISM: Leveraging Prototype Patient Representations with Feature-Missing-Aware Calibration for EHR Data Sparsity Mitigation Y Zhu, Z Wang, L He, S Xie, L Ma, C Pan arXiv preprint arXiv:2309.04160, 2024 | 4* | 2024 |
| Learnable Prompt as Pseudo-Imputation: Reassessing the Necessity of Traditional EHR Data Imputation in Downstream Clinical Prediction W Liao, Y Zhu, Z Wang, X Chu, Y Wang, L Ma arXiv preprint arXiv:2401.16796, 2024 | 1 | 2024 |
| Activation Function Matters in Graph Transformers Z Yu, X Chu, Z Wang, L Ma, Y Wang, W Zhu | | |
| RetCare: Towards Interpretable Clinical Decision Making through LLM-Driven Medical Knowledge Retrieval Z Wang, Y Zhu, J Gao, X Zheng, Y Zeng, Y He, B Jiang, W Tang, ... Artificial Intelligence and Data Science for Healthcare: Bridging Data …, 0 | | |
| EHRFlow: A Large Language Model-Driven Iterative Multi-Agent Electronic Health Record Data Analysis Workflow H Wu, Y Zhu, Z Wang, X Zheng, L Wang, W Tang, Y Wang, C Pan, ... Artificial Intelligence and Data Science for Healthcare: Bridging Data …, 0 | | |
Yinghao ZhuBeihang University在 uzh.ch 的电子邮件经过验证
Yinghao ZhuBeihang University在 uzh.ch 的电子邮件经过验证
Liantao MaPeking University在 pku.edu.cn 的电子邮件经过验证
Junyi GaoUniversity of Edinburgh在 ed.ac.uk 的电子邮件经过验证