Author Interviews, COVID -19 Coronavirus, Critical Care - Intensive Care - ICUs / 23.09.2020
Mount Sinai Icahn Researchers Develop Prediction Model for COVID-19 Mortality
MedicalResearch.com Interview with:
Gaurav Pandey, Ph.D.
Assistant Professor
Department of Genetics and Genomic Sciences
Icahn Institute of Genomics and Multiscale Biology
Icahn School of Medicine at Mount Sinai, New York
MedicalResearch.com: What is the background for this study? What are the main findings?
Response: Given the toll that the COVID-19 pandemic has taken on people's health and lives worldwide, it is crucial to be able to accurately predict patients' outcomes, including their chances of mortality from the disease. Using the largest clinical dataset to date, and a systematical machine learning framework, the research team at Mount Sinai identified an accurate and parsimonious prediction model of COVID-19 mortality.
This model was based on only three routinely collected clinical features, namely patient's age, minimum oxygen saturation over the course of their medical encounter, and type of patient encounter (inpatient vs outpatient and telehealth visits). (more…)