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Author

Elio R. Bitar

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2 papers indexed here

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Oct 2026

Real-World Use and Outcomes of Post-Discharge Venous Thromboembolism Prophylaxis After Thoracic Cancer Operation.

BACKGROUND Post-discharge venous thromboembolism prophylaxis is conditionally recommended after thoracic cancer operation, but real-world use and associated outcomes across procedures and operative approaches remain poorly characterized. STUDY DESIGN We conducted a retrospective Epic Cosmos cohort study of adults und...

Elio R. Bitar, Andrew Hawkins, Kaelyn C. Cummins et al. · 0 citations
Aug 2026

Real-Time Dynamic Prediction of Mortality and Renal Replacement Therapy After Cardiac Surgery Using a Time-Series Deep Learning Model.

OBJECTIVE Predicting postoperative deterioration following cardiac surgery remains challenging. Conventional risk scores rely on static variables and fail to capture evolving physiologic trajectories. We developed a time-series deep learning model (DLM) using serial ICU measurements to dynamically predict mortality and...

Mohamad El Moheb, Elio R. Bitar, Kristin Putman et al. · 0 citations

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