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Using a Novel COVID-19 Calculator to Measure Positive U.S. Socio-Economic Impact of a COVID-19 Pre-Screening Solution (AI/ML)

2022-01-21 · Richard Swartzbaugh, Amil Khanzada, Praveen Govindan, Mert Pilanci, Ayomide Owoyemi, Les Atlas, Hugo Estrada, Richard Nall, Michael Lotito, Rich Falcone, Jennifer Ranjani J

The COVID-19 pandemic has been a scourge upon humanity, claiming the lives of more than 5.1 million people worldwide; the global economy contracted by 3.5% in 2020. This paper presents a COVID-19 calculator, synthesizing existing published calculators and data points, to measure the positive U.S. socio-economic impact of a COVID-19 AI/ML pre-screening solution (algorithm & application).

📄 PDF Abstract BibTeX arXiv:2201.11109

Code (1)

virufy/covid_calc 공식 구현

Analyzing Impact of Socio-Economic Factors on COVID-19 Mortality Prediction Using SHAP Value

2023-02-27 · Redoan Rahman, Jooyeong Kang, Justin F Rousseau, Ying Ding

This paper applies multiple machine learning (ML) algorithms to a dataset of de-identified COVID-19 patients provided by the COVID-19 Research Database. The dataset consists of 20,878 COVID-positive patients, among which…

Mortality Prediction Prediction

Dynamic COVID risk assessment accounting for community virus exposure from a spatial-temporal transmission model

2021-12-01 · NeurIPS 2021 12 · Yuan Chen, Wenbo Fei, Qinxia Wang, Donglin Zeng 외

COVID-19 pandemic has caused unprecedented negative impacts on our society, including further exposing inequity and disparity in public health. To study the impact of socioeconomic factors on COVID transmission, we first…

Decision Making Management

Twitter and Census Data Analytics to Explore Socioeconomic Factors for Post-COVID-19 Reopening Sentiment

2020-06-30 · Md. Mokhlesur Rahman, G. G. Md. Nawaz Ali, Xue Jun Li, Kamal Chandra Paul 외

Investigating and classifying sentiments of social media users towards an item, situation, and system are very popular among the researchers. However, they rarely discuss the underlying socioeconomic factor associations …

The COVID-19 pandemic: socioeconomic and health disparities

2020-12-21 · Behzad Javaheri

Disadvantaged groups around the world have suffered and endured higher mortality during the current COVID-19 pandemic. This contrast disparity suggests that socioeconomic and health-related factors may drive inequality i…

regression

A study of COVID-19 data from African countries

2020-07-21 · Kétévi A. Assamagan, Somiéalo Azote, Simon H. Connell, Cyrille E. Haliya 외

COVID-19 is a new pandemic disease that is affecting almost every country with a negative impact on social life and economic activities. The number of infected and deceased patients continues to increase globally. Mathem…