Standardization of FDA Adverse Event Reporting System to the OHDSI Common Data Model. - Amelia J. Averitt; Adler J. Perotte (AMIA, 2016)

Clinical Trial Eligibility Criteria Fail to Meet Burden of Generalizability. - Amelia J. Averitt; Chunhua Weng; Adler J. Perotte (AMIA, 2017)

Noisy-Or Risk Allocation Model for Causal Inference. - Amelia J. Averitt; Adler J. Perotte (AMIA, 2018)

Characterizing the Urban Opioid Epidemic Using EHR Data. - Amelia J. Averitt; Benjamin H. Slovis; Abdul A. Tariq; David K. Vawdrey; Adler J. Perotte (AMIA, 2019)

Adversarially-Learned Balancing Weights for Causal Inference. - Amelia J. Averitt; Natnicha Vanitchanant; Rajesh Ranganath; Adler J. Perotte (AMIA, 2020)

The CLinically Explainable Actionable Risk (CLEAR) Model. - Ruijun Chen; Amelia J. Averitt; Oliver J. Bear Don't Walk IV; Shreyas Bhave; Lisa Grossman Liu; Elliot G. Mitchell; Victor Alfonso Rodriguez; Phyllis Thangaraj; Tony Y. Sun (AMIA, 2020)

The Counterfactual χ-GAN. - Amelia J. Averitt; Natnicha Vanitchanant; Rajesh Ranganath; Adler J. Perotte (CoRR, 2020)

The Counterfactual χ-GAN: Finding comparable cohorts in observational health data. - Amelia J. Averitt; Natnicha Vanitchanant; Rajesh Ranganath; Adler J. Perotte (J. Biomed. Informatics, 2020)

Translating evidence into practice: eligibility criteria fail to eliminate clinically significant differences between real-world and study populations. - Amelia J. Averitt; Chunhua Weng; Patrick B. Ryan; Adler J. Perotte (npj Digit. Medicine, 2020)

Machine Learning Methods for Causal Inference with Observational Biomedical Data. - Amelia J. Averitt (2020)

A Machine Learning Approach to Identify EHR-based Cohorts of Pain Sensitivity for Genetic Analysis. - Amelia J. Averitt; Nilanjana Banerjee; Michael Cantor (AMIA, 2021)

A Monte Carlo Estimation of the Narrow-Sense Heritability of COVID-19 Infection and Severity from AncestryDNA Survey Data. - Amelia J. Averitt; Deepika Sharma; Michael Cantor (AMIA, 2021)

A conceptual framework for external validity. - Amelia J. Averitt; Patrick B. Ryan; Chunhua Weng; Adler J. Perotte (J. Biomed. Informatics, 2021)

Deep Representational Clustering for Endotype Discovery. - Amelia J. Averitt; Justin Mower; Nilanjana Banerjee (AMIA, 2022)