Clinical prediction system of complications among COVID-19 patients: a development and validation retrospective multicentre study. - Ghadeer O. Ghosheh; Bana Alamad; Kai-Wen Yang; Faisil Syed; Nasir Hayat; Imran Iqbal; Fatima Al Kindi; Sara Al Junaibi; Maha Al Safi; Raghib Ali; Walid Zaher; Mariam Al Harbi; et al. (CoRR, 2020)

Synthesizing Mixed-type Electronic Health Records using Diffusion Models. - Taha Ceritli; Ghadeer O. Ghosheh; Vinod Kumar Chauhan; Tingting Zhu 001; Andrew P. Creagh; David A. Clifton (CoRR, 2023)

Dynamic Inter-treatment Information Sharing for Heterogeneous Treatment Effects Estimation. - Vinod Kumar Chauhan; Jiandong Zhou 003; Soheila Molaei; Ghadeer O. Ghosheh; David A. Clifton (CoRR, 2023)

Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects Estimation. - Vinod Kumar Chauhan; Jiandong Zhou 003; Ghadeer O. Ghosheh; Soheila Molaei; David A. Clifton (AISTATS, 2024)

IGNITE: Individualized GeNeration of Imputations in Time-series Electronic health records. - Ghadeer O. Ghosheh; Jin Li; Tingting Zhu 001 (CoRR, 2024)

A Perspective on Individualized Treatment Effects Estimation from Time-series Health Data. - Ghadeer O. Ghosheh; Moritz Gögl; Tingting Zhu 001 (CoRR, 2024)

Understanding Missingness in Time-series Electronic Health Records for Individualized Representation. - Ghadeer O. Ghosheh; Jin Li; Tingting Zhu 001 (CoRR, 2024)

Temporal dynamics unleashed: Elevating variational graph attention. - Soheila Molaei; Ghazaleh Niknam; Ghadeer O. Ghosheh; Vinod Kumar Chauhan; Hadi Zare 001; Tingting Zhu 001; Shirui Pan; David A. Clifton (Knowl. Based Syst., 2024)

A Survey of Generative Adversarial Networks for Synthesizing Structured Electronic Health Records. - Ghadeer O. Ghosheh; Jin Li; Tingting Zhu 001 (ACM Comput. Surv., 2024)

CliqueFluxNet: Unveiling EHR Insights with Stochastic Edge Fluxing and Maximal Clique Utilisation Using Graph Neural Networks. - Soheila Molaei; Nima Ghanbari Bousejin; Ghadeer O. Ghosheh; Anshul Thakur; Vinod Kumar Chauhan; Tingting Zhu 001; David A. Clifton (J. Heal. Informatics Res., 2024)