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Self-monitoring auto-updating prognostic models of survival for hospitalized COVID-19 patients
Internal Dataset- Authors
- Todd LevyKevin CoppaJinxuan CangDouglas Barnaby8 more author(s)...
- Description
We developed a framework for continuously monitoring and updating prognostic models and apply it to predict 28-day survival in COVID-19 patients. We use demographic, laboratory, and clinical data from electronic health records of 34912 hospitalized COVID-19 patients from March 2020 until May 2022 and compare three modeling methods. Model calibration performance drift is immediately detected with minor...
- Subject
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Cohort StudiesCOVID-19Retrospective Studies
- Access Rights
- Free to AllFree to all with registration
- Local Expert
- Theodoros ZanosTodd Levy
