134 citations · 159 across the 10 of their papers we have counts for
Showing 2023 · cs.LGShow all
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cs.LG2023★ 1 cited
Analyzing Impact of Socio-Economic Factors on COVID-19 Mortality Prediction Using SHAP Value
Redoan Rahman, Jooyeong Kang, Justin F Rousseau +1
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,…
cs.LG2023★ 4 cited
Using Explainable AI to Cross-Validate Socio-economic Disparities Among Covid-19 Patient Mortality
Li Shi, Redoan Rahman, Esther Melamed +3
This paper applies eXplainable Artificial Intelligence (XAI) methods to investigate the socioeconomic disparities in COVID patient mortality. An Extreme Gradient Boosting (XGBoost)…