Ghadeer O. Ghosheh

According to our database, Ghadeer O. Ghosheh authored at least 10 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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, David A. Clifton

J. Heal. Informatics Res., September, 2024

A Survey of Generative Adversarial Networks for Synthesizing Structured Electronic Health Records.

Ghadeer O. Ghosheh, Jin Li, Tingting Zhu

ACM Comput. Surv., June, 2024

Temporal dynamics unleashed: Elevating variational graph attention.

Soheila Molaei, Ghazaleh Niknam, Ghadeer O. Ghosheh, Vinod Kumar Chauhan, Hadi Zare, Tingting Zhu, Shirui Pan, David A. Clifton

Knowl. Based Syst., 2024

Understanding Missingness in Time-series Electronic Health Records for Individualized Representation.

Ghadeer O. Ghosheh, Jin Li, Tingting Zhu

CoRR, 2024

A Perspective on Individualized Treatment Effects Estimation from Time-series Health Data.

Ghadeer O. Ghosheh, Moritz Gögl, Tingting Zhu

CoRR, 2024

IGNITE: Individualized GeNeration of Imputations in Time-series Electronic health records.

Ghadeer O. Ghosheh, Jin Li, Tingting Zhu

CoRR, 2024

Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects Estimation.

Vinod Kumar Chauhan, Jiandong Zhou, Ghadeer O. Ghosheh, Soheila Molaei, David A. Clifton

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

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

Vinod Kumar Chauhan, Jiandong Zhou, Soheila Molaei, Ghadeer O. Ghosheh, David A. Clifton

CoRR, 2023

Synthesizing Mixed-type Electronic Health Records using Diffusion Models.

Taha Ceritli, Ghadeer O. Ghosheh, Vinod Kumar Chauhan, Tingting Zhu, Andrew P. Creagh, David A. Clifton

CoRR, 2023

2020

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, Farah E. Shamout

CoRR, 2020