Working Papers

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Hispanic Americans Are Most Vulnerable to Covid-19, The Economist Newspaper, Mahesh Shukla et al.

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National Institute on Aging Pilot Project Presentation A3.AI Findings Summary, Changrong Ji, James Scott et al.

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Interactive Data Story: COVID and Mental Health, a National Institute on Aging Pilot Project, Vance Degen, et al.

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Interactive Data Story: COVID and Dementia, a National Institute on Aging Pilot Project, Vance Degen, et al.

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How Real-World Data Can Uncover the Impacts of the Pandemic on Vulnerable Populations, A3.AI with Datavant, UPenn

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Stepwise Regression on Social Determinants of Health and COVID Risks, Dr. Mahesh Shukla

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Race, Ethnicity, Gender and Age in COVID, Dr. Mahesh Shukla

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Utilities and Limitations of Linking Massive Clinical, Social and Mortality Data, Changrong Ji et al.

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COVID Death and Hospitalization Risk Calculator - in collaboration with the Economist newspaper

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Demystifying Mortality Data for Critical COVID-19 Insights - Webinar by A3.AI, Datavant and Columbia University

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A3.AI COVID-19 Project Highlights 02/2021

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Private AI - CLOAK Framework, Changrong Ji et al.

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Study Plan: COVID-19, Occupations and Neighborhood Vulnerability

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Predicting Risk of Hospitalization among COVID-19 Patients, Dr. Mahesh Shukla et al.

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Health Care Expenditure in Washington State, Dr. Xingguo Zhang

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Social Determinants of Health for COVID-19 Diagnosed Patients, Dr. David Patton et al.

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Privacy-preserving Machine Learning State of Play 2020, Changrong Ji et al.

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Code: Private Aggregation of Teacher Ensembles (PATE) for Malaria Detection, Dr. David Patton

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Building Clinical Concept Embeddings under Computing Resource Constraints, Antonio Linari, Dr. Xue Yang et al.

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Code: Embedding Techniques for Categorical Features on Medical Claims, Dr. David Patton

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Use of Claims and EHR Data for Safety and Repurposing of Drugs for COVID-19 Disease

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Data Privacy for Citizens, Businesses and Data Scientists, Changrong Ji

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Transfer Learning on Structured Data, Changrong Ji

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Enabling Value-based Healthcare using Modern Analytics Tools, Dr. Xue Yang et al.

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Deep Transfer Learning for Natural Language Processing, Vance Degen

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Blockchain for Healthcare, Changrong Ji