Ghadeer O. Ghosheh

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Association Graph

Minimum Spanning Tree

Top Venues

J. Heal. Informatics Res.

ACM Comput. Surv.

Publications

Soheila Molaei, Ghazaleh Niknam, Ghadeer O. Ghosheh, Vinod Kumar Chauhan, Hadi Zare, Tingting Zhu, Shirui Pan, David A. Clifton
Temporal dynamics unleashed: Elevating variational graph attention. Knowl. Based Syst. 299 (2024)
Soheila Molaei, Nima Ghanbari Bousejin, Ghadeer O. Ghosheh, Anshul Thakur, Vinod Kumar Chauhan, Tingting Zhu, David A. Clifton
CliqueFluxNet: Unveiling EHR Insights with Stochastic Edge Fluxing and Maximal Clique Utilisation Using Graph Neural Networks. J. Heal. Informatics Res. 8 (3) (2024)
Ghadeer O. Ghosheh, Moritz Gögl, Tingting Zhu
A Perspective on Individualized Treatment Effects Estimation from Time-series Health Data. CoRR (2024)
Ghadeer O. Ghosheh, Jin Li, Tingting Zhu
A Survey of Generative Adversarial Networks for Synthesizing Structured Electronic Health Records. ACM Comput. Surv. 56 (6) (2024)
Ghadeer O. Ghosheh, Jin Li, Tingting Zhu
IGNITE: Individualized GeNeration of Imputations in Time-series Electronic health records. CoRR (2024)
Vinod Kumar Chauhan, Jiandong Zhou, Ghadeer O. Ghosheh, Soheila Molaei, David A. Clifton
Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects Estimation. AISTATS (2024)
Ghadeer O. Ghosheh, Jin Li, Tingting Zhu
Understanding Missingness in Time-series Electronic Health Records for Individualized Representation. CoRR (2024)
Taha Ceritli, Ghadeer O. Ghosheh, Vinod Kumar Chauhan, Tingting Zhu, Andrew P. Creagh, David A. Clifton
Synthesizing Mixed-type Electronic Health Records using Diffusion Models. CoRR (2023)
Vinod Kumar Chauhan, Jiandong Zhou, Soheila Molaei, Ghadeer O. Ghosheh, David A. Clifton
Dynamic Inter-treatment Information Sharing for Heterogeneous Treatment Effects Estimation. CoRR (2023)
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
Clinical prediction system of complications among COVID-19 patients: a development and validation retrospective multicentre study. CoRR (2020)