New York Inner City Hospital COVID-19 Experience and Current Data: Retrospective Analysis at the Epicenter of the American Coronavirus Outbreak.
Vishnu R ManiAleksandr KalabinSebastian C ValdiviesoMax Murray-RamcharanBrian DonaldsonPublished in: Journal of medical Internet research (2020)
We arrived at the following conclusions based on a comprehensive review of our study group, data collection, and statistical analysis. Parameters that were strongly correlated with the need for mechanical ventilation were younger age group, overweight, Hispanic ethnicity, higher core body temperature, EKG findings with sinus tachycardia, and bilateral diffuse pulmonary infiltrates on the chest x-rays. Those intubated exhibited increased disease severity with significantly elevated levels of serum procalcitonin, CRP, LDH, mean glucose, creatinine, and BUN. Mortality was strongly correlated with BMI, African American ethnicity, hypertension, presence of multiple comorbidities (with a mean of 2.32), worsening renal function with acute kidney injury or acute chronic kidney injury, and EKG findings of arrhythmias and heart blocks.
Keyphrases
- african american
- mechanical ventilation
- respiratory failure
- acute kidney injury
- sars cov
- electronic health record
- acute respiratory distress syndrome
- coronavirus disease
- intensive care unit
- blood pressure
- big data
- liver failure
- weight gain
- healthcare
- cardiac surgery
- physical activity
- uric acid
- weight loss
- cardiovascular events
- low grade
- pulmonary hypertension
- extracorporeal membrane oxygenation
- heart failure
- metabolic syndrome
- emergency department
- coronary artery disease
- blood glucose
- adverse drug
- adipose tissue
- machine learning
- aortic dissection
- case report
- data analysis
- deep learning