| A multicenter random forest model for effective prognosis prediction in collaborative clinical research network J Li, Y Tian, Y Zhu, T Zhou, J Li, K Ding, J Li Artificial intelligence in medicine 103, 101814, 2020 | 66 | 2020 |
| Generating synthetic mixed-type longitudinal electronic health records for artificial intelligent applications J Li, BJ Cairns, J Li, T Zhu NPJ Digital Medicine 6 (1), 98, 2023 | 43 | 2023 |
| A review of Generative Adversarial Networks for Electronic Health Records: applications, evaluation measures and data sources G Ghosheh, J Li, T Zhu arXiv preprint arXiv:2203.07018, 2022 | 27 | 2022 |
| Improving prediction for medical institution with limited patient data: Leveraging hospital-specific data based on multicenter collaborative research network J Li, Y Tian, R Li, T Zhou, J Li, K Ding, J Li Artificial intelligence in medicine 113, 102024, 2021 | 11 | 2021 |
| LiteTransNet: An interpretable approach for landslide displacement prediction using transformer model with attention mechanism Q Ge, J Li, X Wang, Y Deng, K Zhang, H Sun Engineering Geology 331, 107446, 2024 | 4 | 2024 |
| A survey of generative adversarial networks for synthesizing structured electronic health records GO Ghosheh, J Li, T Zhu ACM Computing Surveys 56 (6), 1-34, 2024 | 3 | 2024 |
| Application of flow velocity and direction measurement system in slope stability analysis Q Ge, J Zhang, Z Chen, J Li Water 13 (5), 700, 2021 | 3 | 2021 |
| Improving an Electronic Health Record–Based Clinical Prediction Model Under Label Deficiency: Network-Based Generative Adversarial Semisupervised Approach R Li, Y Tian, Z Shen, J Li, J Li, K Ding, J Li JMIR medical informatics 11 (1), e47862, 2023 | 2 | 2023 |
| Data-augmented landslide displacement prediction using generative adversarial network Q Ge, J Li, S Lacasse, H Sun, Z Liu Journal of Rock Mechanics and Geotechnical Engineering, 2024 | 1 | 2024 |
| IGNITE: Individualized GeNeration of Imputations in Time-series Electronic health records GO Ghosheh, J Li, T Zhu arXiv preprint arXiv:2401.04402, 2024 | 1 | 2024 |
