Search Results for author: Ghadeer Ghosheh

Found 2 papers, 1 papers with code

Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects Estimation

1 code implementation25 May 2023 Vinod Kumar Chauhan, Jiandong Zhou, Ghadeer Ghosheh, Soheila Molaei, David A. Clifton

To tackle this problem, we propose a deep learning framework based on `\textit{soft weight sharing}' to train ITE learners, enabling \textit{dynamic end-to-end} information sharing among treatment groups.

counterfactual Counterfactual Inference

A review of Generative Adversarial Networks for Electronic Health Records: applications, evaluation measures and data sources

no code implementations14 Mar 2022 Ghadeer Ghosheh, Jin Li, Tingting Zhu

Electronic Health Records (EHRs) are a valuable asset to facilitate clinical research and point of care applications; however, many challenges such as data privacy concerns impede its optimal utilization.

BIG-bench Machine Learning

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