Amie J. Barda

A qualitative research framework for the design of user-centered displays of explanations for machine learning model predictions in healthcare

Harry Hochheiser, Amie J. Barda, Christopher M. Horvat, 2020, BMC Medical Informatics and Decision Making.

Retrospective and Prospective Evaluations of the System for Hospital Adaptive Readmission Prediction and Management (SHARP) for All-Cause 30-Day Pediatric Readmission Prediction

Ye Ye, Victor M. Ruiz Herrera, Fu-Chiang Tsui, 2017, AMIA.

Sex differences in esophageal cancer overall and by histological subtype

Amie J. Barda, A. Chak, J. Barnholtz-Sloan, 2022, Scientific Reports.

Sex Differences in Lung Cancer Treatment and Outcomes at a Large Hybrid Academic-Community Practice

Amie J. Barda, J. Barnholtz-Sloan, K. Waite, 2022, JTO clinical and research reports.

Utilizing big data from electronic health records in pediatric clinical care

Amie J. Barda, K. Remy, C. G. Macias, 2022, Pediatric Research.

Predictive modeling for classification of positive valence system symptom severity from initial psychiatric evaluation records.

Lingyun Shi, Pei-Han Kuan, Amie J. Barda, 2017, Journal of biomedical informatics.

Social Determinants of Health and Racial Disparities in Cardiac Events in Breast Cancer.

Amie J. Barda, A. Pandey, J. Barnholtz-Sloan, 2023, Journal of the National Comprehensive Cancer Network : JNCCN.

An argument for reporting data standardization procedures in multi-site predictive modeling: case study on the impact of LOINC standardization on model performance

Amie J. Barda, Amie J Barda, Tony Gigliotti, 2019, JAMIA open.

Social Factors Predictive of Intensive Care Utilization in Technology-Dependent Children, a Retrospective Multicenter Cohort Study

Amie J. Barda, P. Pronovost, J. Thornton, 2021, Frontiers in Pediatrics.