Articles and Insights on Covid-19
Analyzing the Covid-19 Vaccine Distribution Method and Experience
Analyzing the Covid-19 Vaccine Distribution Method and ExperienceIntroduction As the Covid-19 vaccine begins to roll out for those who qualify for the initial distribution, the country as a whole is still seeing spikes and surges of cases, as well as high occupancy...
New Developments in How Data Science is Helping in the Battle Against Covid-19
New Developments in How Data Science is Helping in the Battle Against Covid-19 Authored by Ayesha Rajan, Research Analyst at Altheia Predictive Health Introduction As we move into the winter months, we are seeing many states hit new and unprecedented...
Studying Our Genes to Understand the Impacts of Covid-19
Studying Our Genes to Understand the Impacts of Covid-19Authored by Ayesha Rajan, Research Analyst at Altheia Predictive HealthIntroduction Here at Altheia Predictive Health, we analyze several factors when making disease predictions; one of these factors is family...
Prescriptive Analytics
Prescriptive Analytics Authored by Ayesha Rajan, Research Analyst at Altheia Predictive Health Introduction Here at Altheia Predictive Health, we are constantly improving techniques for disease prediction and diagnosis to improve the lives of people...
Florida Covid-19 Predictions
Revisiting Our Covid-19 Predictions in Florida: What We Got Right, What We Missed and What's Next Authored by Ayesha Rajan, Research Analyst at Altheia Predictive HealthIntroduction In our last article we reflected on our predictions regarding the spread of Covid-19....
Reflecting on Our Covid-19 Predictions and How Analytics Can Continue to Help
Reflecting on Our Covid-19 Predictions and How Analytics Can Continue to Help Authored by Ayesha Rajan, Research Analyst at Altheia Predictive HealthIntroduction As we climbed towards Covid-19 peaks across the country in March and April, we at Altheia Predictive...
Linear Regression and Further Analysis of Covid-19
We now notice that the way in which Covid-19 is spreading no longer fits the exponential model – which is great news as that means that we have likely avoided the worst-case scenario. In this article, we will now move forward trying to analyze the most likely scenario...
Predicting the Effect of Covid-19 on the US Population and Healthcare System
This article focuses on a simple exponential regression fit to predict the day by day total cases of Covid-19 in the United States, as well as a discussion regarding how this will affect the American population given the worst-case scenario. We have also analyzed the...
Tracking Covid-19 Resource Requirements Across the US Healthcare System
Tracking Covid-19 Resource Requirements Across the US Healthcare SystemAyesha Rajan, Research Analyst at Altheia Predictive Health Background In this article we are discussing findings and inferences from 1.3 million outpatient records provided...
Covid 19 Projections
Different parts of the country are seeing different levels of COVID-19 activity. The United States nationally is in the acceleration phase of the pandemic. The duration and severity of each pandemic phase can vary depending on the characteristics of the virus and...