Clinical Mortality Review in a Large COVID-19 Cohort.
Mark P JarrettSusanne F SchultzJulie S LyallJason J WangLori StierMarcella De GeronimoKaren L NelsonPublished in: medRxiv : the preprint server for health sciences (2020)
This study represents one of the largest cohorts of reviewed mortalities that also captures data in non-structured fields. Approximately 50% of deaths occurred at a non-ICU level of care, despite admission to the appropriate care setting with normal staffing. The data imply a sudden, unexpected deterioration in respiratory status requiring RRT/CA in a large number of non-ICU patients. Patients admitted to a non-ICU level of care suffer rapid clinical deterioration, often with a sudden decrease in oxygen saturation. These patients could benefit from additional monitoring (eg, continuous central oxygenation saturation), although this approach warrants further study.
Keyphrases
- end stage renal disease
- healthcare
- intensive care unit
- palliative care
- ejection fraction
- newly diagnosed
- chronic kidney disease
- emergency department
- sars cov
- coronavirus disease
- peritoneal dialysis
- cardiovascular disease
- type diabetes
- big data
- patient reported outcomes
- chronic pain
- risk factors
- extracorporeal membrane oxygenation
- health insurance
- deep learning