1 citations · 2 across the 3 of their papers we have counts for
4 papers
Understanding Missingness in Time-series Electronic Health Records for Individualized Representation
Ghadeer O. Ghosheh, Jin Li, Tingting Zhu
With the widespread of machine learning models for healthcare applications, there is increased interest in building applications for personalized medicine. Despite the plethora of…
A Perspective on Individualized Treatment Effects Estimation from Time-series Health Data
Ghadeer O. Ghosheh, Moritz Gögl, Tingting Zhu
The burden of diseases is rising worldwide, with unequal treatment efficacy for patient populations that are underrepresented in clinical trials. Healthcare, however, is driven by…
IGNITE: Individualized GeNeration of Imputations in Time-series Electronic health records
Ghadeer O. Ghosheh, Jin Li, Tingting Zhu
Electronic Health Records present a valuable modality for driving personalized medicine, where treatment is tailored to fit individual-level differences. For this purpose, many dat…
Clinical prediction system of complications among COVID-19 patients: a development and validation retrospective multicentre study
Ghadeer O. Ghosheh, Bana Alamad, Kai-Wen Yang +10
Existing prognostic tools mainly focus on predicting the risk of mortality among patients with coronavirus disease 2019. However, clinical evidence suggests that COVID-19 can resul…