| Multiview Incomplete Knowledge Graph Integration with application to cross-institutional EHR data harmonization D Zhou, Z Gan, X Shi, A Patwari, E Rush, CL Bonzel, VA Panickan, ... Journal of Biomedical Informatics 133, 104147, 2022 | 28 | 2022 |
| Arch: Large-scale knowledge graph via aggregated narrative codified health records analysis Z Gan, D Zhou, E Rush, VA Panickan, YL Ho, G Ostrouchovm, Z Xu, ... Journal of Biomedical Informatics, 104761, 2025 | 6 | 2025 |
| Inference of Dependency Knowledge Graph for Electronic Health Records Z Xu, Z Gan, D Zhou, S Shen, J Lu, T Cai arXiv preprint arXiv:2312.15611, 2023 | 1 | 2023 |
| Representation Learning to Advance Multi-institutional Studies with Electronic Health Record Data D Zhou, H Tong, L Wang, S Liu, X Xiong, Z Gan, R Griffier, B Hejblum, ... arXiv preprint arXiv:2502.08547, 2025 | | 2025 |
| Robust Automated Harmonization of Heterogeneous Data Through Ensemble Machine Learning: Algorithm Development and Validation Study D Yang, D Zhou, S Cai, Z Gan, M Pencina, P Avillach, T Cai, C Hong JMIR Medical Informatics 13, e54133, 2025 | | 2025 |
