Amelia J. Averitt

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 13

Top Topics

Causal Inference

Top Venues

J. Biomed. Informatics

npj Digit. Medicine

Publications

Amelia J. Averitt, Justin Mower, Nilanjana Banerjee
Deep Representational Clustering for Endotype Discovery. AMIA (2022)
Amelia J. Averitt, Deepika Sharma, Michael Cantor
A Monte Carlo Estimation of the Narrow-Sense Heritability of COVID-19 Infection and Severity from AncestryDNA Survey Data. AMIA (2021)
Amelia J. Averitt, Nilanjana Banerjee, Michael Cantor
A Machine Learning Approach to Identify EHR-based Cohorts of Pain Sensitivity for Genetic Analysis. AMIA (2021)
Amelia J. Averitt, Patrick B. Ryan, Chunhua Weng, Adler J. Perotte
A conceptual framework for external validity. J. Biomed. Informatics 121 (2021)
Amelia J. Averitt, Natnicha Vanitchanant, Rajesh Ranganath, Adler J. Perotte
Adversarially-Learned Balancing Weights for Causal Inference. AMIA (2020)
Amelia J. Averitt, Natnicha Vanitchanant, Rajesh Ranganath, Adler J. Perotte
The Counterfactual χ-GAN: Finding comparable cohorts in observational health data. J. Biomed. Informatics 109 (2020)
Ruijun Chen, Amelia J. Averitt, Oliver Bear Don't Walk, Shreyas Bhave, Lisa Grossman Liu, Elliot G. Mitchell, Victor Alfonso Rodriguez, Phyllis Thangaraj, Tony Y. Sun
The CLinically Explainable Actionable Risk (CLEAR) Model. AMIA (2020)
Amelia J. Averitt, Chunhua Weng, Patrick B. Ryan, Adler J. Perotte
Translating evidence into practice: eligibility criteria fail to eliminate clinically significant differences between real-world and study populations. npj Digit. Medicine 3 (2020)
Amelia J. Averitt, Natnicha Vanitchanant, Rajesh Ranganath, Adler J. Perotte
The Counterfactual χ-GAN. CoRR (2020)
Amelia J. Averitt, Benjamin H. Slovis, Abdul A. Tariq, David K. Vawdrey, Adler J. Perotte
Characterizing the Urban Opioid Epidemic Using EHR Data. AMIA (2019)
Amelia J. Averitt, Adler J. Perotte
Noisy-Or Risk Allocation Model for Causal Inference. AMIA (2018)
Amelia J. Averitt, Chunhua Weng, Adler J. Perotte
Clinical Trial Eligibility Criteria Fail to Meet Burden of Generalizability. AMIA (2017)
Amelia J. Averitt, Adler J. Perotte
Standardization of FDA Adverse Event Reporting System to the OHDSI Common Data Model. AMIA (2016)