| Multi-view deep learning framework for predicting patient expenditure in healthcare X Zeng, S Lin, C Liu IEEE Open Journal of the Computer Society 2, 62-71, 2021 | 22 | 2021 |
| Multilevel self-attention model and its use on medical risk prediction X Zeng, Y Feng, S Moosavinasab, D Lin, S Lin, C Liu Pacific Symposium On Biocomputing 2020, 115-126, 2019 | 19 | 2019 |
| Pretrained transformer framework on pediatric claims data for population specific tasks X Zeng, SL Linwood, C Liu Scientific Reports 12 (1), 3651, 2022 | 14 | 2022 |
| A machine learning approach to uncovering hidden utilization patterns of early childhood dental care among medicaid-insured children J Peng, X Zeng, J Townsend, G Liu, Y Huang, S Lin Frontiers in Public Health 8, 599187, 2021 | 14 | 2021 |
| A deep learning model for pediatric patient risk stratification ED Lin, JL Hefner, X Zeng, S Moosavinasab, T Huber, J Klima, C Liu, ... Am J Manag Care 25 (10), e310-5, 2019 | 14 | 2019 |
| Transformer-based unsupervised patient representation learning based on medical claims for risk stratification and analysis X Zeng, S Lin, C Liu Proceedings of the 12th ACM Conference on Bioinformatics, Computational …, 2021 | 5 | 2021 |
| Human-in-the-loop model explanation via verbatim boundary identification in generated neighborhoods X Zeng, F Song, Z Li, K Chusap, C Liu Machine Learning and Knowledge Extraction: 5th IFIP TC 5, TC 12, WG 8.4, WG …, 2021 | 4 | 2021 |
| Pre-training transformer-based framework on large-scale pediatric claims data for downstream population-specific tasks X Zeng, S Lin, C Liu arXiv preprint arXiv:2106.13095, 2021 | 3 | 2021 |
| Distributed representation of patients and its use for medical cost prediction X Zeng, S Moosavinasab, EJD Lin, S Lin, R Bunescu, C Liu arXiv preprint arXiv:1909.07157, 2019 | 3 | 2019 |
| Similar Data Points Identification with LLM: A Human-in-the-loop Strategy Using Summarization and Hidden State Insights X Zeng, F Song, A Liu arXiv preprint arXiv:2404.04281, 2024 | | 2024 |
| Mining Claims Data Using Deep Learning Frameworks for Medical Risk Stratification and Management X Zeng Ohio University, 2021 | | 2021 |
