Amelia J. Averitt

14 papers Misc 9Journal 4

Year	Rank	Type	Title / Venue / Authors
2022	Misc	`conf`	Deep Representational Clustering for Endotype Discovery. AMIA Amelia J. Averitt, Justin Mower, Nilanjana Banerjee
2021	Misc	`conf`	A Machine Learning Approach to Identify EHR-based Cohorts of Pain Sensitivity for Genetic Analysis. AMIA Amelia J. Averitt, Nilanjana Banerjee, Michael Cantor
2021	Misc	`conf`	A Monte Carlo Estimation of the Narrow-Sense Heritability of COVID-19 Infection and Severity from AncestryDNA Survey Data. AMIA Amelia J. Averitt, Deepika Sharma, Michael Cantor
2021	J	`jnl`	A conceptual framework for external validity. J. Biomed. Informatics Amelia J. Averitt, Patrick B. Ryan, Chunhua Weng, Adler J. Perotte
2020	Misc	`conf`	Adversarially-Learned Balancing Weights for Causal Inference. AMIA Amelia J. Averitt, Natnicha Vanitchanant, Rajesh Ranganath, Adler J. Perotte
2020	—	`—`	Machine Learning Methods for Causal Inference with Observational Biomedical Data. Amelia J. Averitt
2020	Misc	`conf`	The CLinically Explainable Actionable Risk (CLEAR) Model. AMIA 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
2020	J	`jnl`	The Counterfactual χ-GAN. CoRR Amelia J. Averitt, Natnicha Vanitchanant, Rajesh Ranganath, Adler J. Perotte
2020	J	`jnl`	The Counterfactual χ-GAN: Finding comparable cohorts in observational health data. J. Biomed. Informatics Amelia J. Averitt, Natnicha Vanitchanant, Rajesh Ranganath, Adler J. Perotte
2020	J	`jnl`	Translating evidence into practice: eligibility criteria fail to eliminate clinically significant differences between real-world and study populations. npj Digit. Medicine Amelia J. Averitt, Chunhua Weng, Patrick B. Ryan, Adler J. Perotte
2019	Misc	`conf`	Characterizing the Urban Opioid Epidemic Using EHR Data. AMIA Amelia J. Averitt, Benjamin H. Slovis, Abdul A. Tariq, David K. Vawdrey, Adler J. Perotte
2018	Misc	`conf`	Noisy-Or Risk Allocation Model for Causal Inference. AMIA Amelia J. Averitt, Adler J. Perotte
2017	Misc	`conf`	Clinical Trial Eligibility Criteria Fail to Meet Burden of Generalizability. AMIA Amelia J. Averitt, Chunhua Weng, Adler J. Perotte
2016	Misc	`conf`	Standardization of FDA Adverse Event Reporting System to the OHDSI Common Data Model. AMIA Amelia J. Averitt, Adler J. Perotte