Ghadeer O. Ghosheh

11 papers A 1Journal 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
A perspective on individualized treatment effects estimation from time-series health data.
J. Am. Medical Informatics Assoc.
Ghadeer O. Ghosheh, Moritz Gögl, Tingting Zhu
2024 J jnl
A Perspective on Individualized Treatment Effects Estimation from Time-series Health Data.
CoRR
Ghadeer O. Ghosheh, Moritz Gögl, Tingting Zhu
2024 J jnl
A Survey of Generative Adversarial Networks for Synthesizing Structured Electronic Health Records.
ACM Comput. Surv.
Ghadeer O. Ghosheh, Jin Li, Tingting Zhu
2024 J jnl
CliqueFluxNet: Unveiling EHR Insights with Stochastic Edge Fluxing and Maximal Clique Utilisation Using Graph Neural Networks.
J. Heal. Informatics Res.
Soheila Molaei, Nima Ghanbari Bousejin, Ghadeer O. Ghosheh, Anshul Thakur, Vinod Kumar Chauhan, Tingting Zhu, David A. Clifton
2024 A conf
Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects Estimation.
AISTATS
Vinod Kumar Chauhan, Jiandong Zhou, Ghadeer O. Ghosheh, Soheila Molaei, David A. Clifton
2024 J jnl
IGNITE: Individualized GeNeration of Imputations in Time-series Electronic health records.
CoRR
Ghadeer O. Ghosheh, Jin Li, Tingting Zhu
2024 J jnl
Temporal dynamics unleashed: Elevating variational graph attention.
Knowl. Based Syst.
Soheila Molaei, Ghazaleh Niknam, Ghadeer O. Ghosheh, Vinod Kumar Chauhan, Hadi Zare, Tingting Zhu, Shirui Pan, David A. Clifton
2024 J jnl
Understanding Missingness in Time-series Electronic Health Records for Individualized Representation.
CoRR
Ghadeer O. Ghosheh, Jin Li, Tingting Zhu
2023 J jnl
Dynamic Inter-treatment Information Sharing for Heterogeneous Treatment Effects Estimation.
CoRR
Vinod Kumar Chauhan, Jiandong Zhou, Soheila Molaei, Ghadeer O. Ghosheh, David A. Clifton
2023 J jnl
Synthesizing Mixed-type Electronic Health Records using Diffusion Models.
CoRR
Taha Ceritli, Ghadeer O. Ghosheh, Vinod Kumar Chauhan, Tingting Zhu, Andrew P. Creagh, David A. Clifton
2020 J jnl
Clinical prediction system of complications among COVID-19 patients: a development and validation retrospective multicentre study.
CoRR
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