2024
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

2023
Dynamic Inter-treatment Information Sharing for Heterogeneous Treatment Effects Estimation.
CoRR, 2023

Synthesizing Mixed-type Electronic Health Records using Diffusion Models.
CoRR, 2023

2020
Clinical prediction system of complications among COVID-19 patients: a development and validation retrospective multicentre study.
CoRR, 2020