CliqueFluxNet: Unveiling EHR Insights with Stochastic Edge Fluxing and Maximal Clique Utilisation Using Graph Neural Networks.
J. Heal. Informatics Res., September, 2024
A Survey of Generative Adversarial Networks for Synthesizing Structured Electronic Health Records.
ACM Comput. Surv., June, 2024
Temporal dynamics unleashed: Elevating variational graph attention.
Knowl. Based Syst., 2024
Understanding Missingness in Time-series Electronic Health Records for Individualized Representation.
CoRR, 2024
A Perspective on Individualized Treatment Effects Estimation from Time-series Health Data.
CoRR, 2024
IGNITE: Individualized GeNeration of Imputations in Time-series Electronic health records.
CoRR, 2024
Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects Estimation.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
Dynamic Inter-treatment Information Sharing for Heterogeneous Treatment Effects Estimation.
CoRR, 2023
Synthesizing Mixed-type Electronic Health Records using Diffusion Models.
CoRR, 2023
Clinical prediction system of complications among COVID-19 patients: a development and validation retrospective multicentre study.
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CoRR, 2020