Covid-19 Severe Outcome Risk Prediction

Machine learning models predicting hospitalization risk from COVID-19 using claims, EHR, and social data.

A3.AI Covid-19 Project Overview

An overview of A3.AI's COVID-19 research initiatives including risk prediction, embeddings, and drug repurposing.

Building Clinical Concept Embeddings with computing resource constraints

A methodology for generating low-dimensional medical embeddings from high-dimensional claims data.

Social Determinants of Health for COVID-19 Diagnosed Patients

Examines the impact of income, housing, and ethnicity on COVID-19 outcomes using linked social and health data.

Stepwise Regression COVID Risks and SDoH

A statistical analysis of COVID-19 infection and death risk based on education, race, gender, and comorbidities.

Health Care Expenditure in Washington State

Analyzes healthcare expenditure growth and its determinants including income, age, and unemployment.

Transfer Learning in NLP

Explores the impact of transfer learning on natural language processing performance using IMDb sentiment data.

Race Ethnicity Gender and Age in Covid

Descriptive and regression analysis of COVID-19 infection and death risk by race, gender, and age.