A qualitative research framework for the design of user-centered displays of explanations for machine learning model predictions in healthcare AJ Barda, CM Horvat, H Hochheiser BMC medical informatics and decision making 20, 1-16, 2020 | 82 | 2020 |
Predictive modeling for classification of positive valence system symptom severity from initial psychiatric evaluation records JD Posada, AJ Barda, L Shi, D Xue, V Ruiz, PH Kuan, ND Ryan, FR Tsui Journal of biomedical informatics 75, S94-S104, 2017 | 15 | 2017 |
Social factors predictive of intensive care utilization in technology-dependent children, a retrospective multicenter cohort study KN Slain, A Barda, PJ Pronovost, JD Thornton Frontiers in Pediatrics 9, 721353, 2021 | 8 | 2021 |
Utilizing big data from electronic health records in pediatric clinical care CG Macias, KE Remy, AJ Barda Pediatric Research 93 (2), 382-389, 2023 | 7 | 2023 |
An argument for reporting data standardization procedures in multi-site predictive modeling: case study on the impact of LOINC standardization on model performance AJ Barda, VM Ruiz, T Gigliotti, F Tsui JAMIA Open 2 (1), 197-204, 2019 | 5 | 2019 |
How can we improve Science, Technology, Engineering, and Math education to encourage careers in Biomedical and Pathology Informatics? R Uppal, G Mandava, KM Romagnoli, AJ King, AJ Draper, AL Handen, ... Journal of Pathology Informatics 7 (1), 2, 2016 | 5 | 2016 |
Design and Evaluation of User-Centered Explanations for Machine Learning Model Predictions in Healthcare AJ Barda University of Pittsburgh, 2020 | 2 | 2020 |
Using Laboratory Data for Prediction of 30-Day Hospital Readmission of Pediatric Seizure Patients. AJ Draper, Y Ye, VMR Herrera, R Tsui AMIA, 2014 | 2 | 2014 |
Federated data health networks hold potential for accelerating emergency research P Mahajan, C Macias, A Barda, CM Fung Journal of the American College of Emergency Physicians Open 4 (3), e12968, 2023 | 1 | 2023 |
System, Method, and Computer Program Product for Detecting and Responding to Patient Neuromorbidity R Clark, CM Horvat, AKW Au, A Barda US Patent App. 17/760,558, 2022 | 1 | 2022 |
Usability and Acceptability of a System to Identify Pediatric Patients at Risk of 30-day Hospital Readmission Prior to Discharge. A Barda, L Shi, AH Urbach, S Suresh, R Tsui AMIA, 2017 | | 2017 |
Preliminary Evaluation of a Multi-Component Intervention Prior to Discharge to Reduce Pediatric 30-Day Readmissions. AJ Draper, AH Urbach, R Day, F Palmer, S Suresh, R Tsui AMIA, 2016 | | 2016 |
Correlation of Bone Quality to Biomechanical Response: Large-Scale Study Methodology AJ Draper The Ohio State University, 2013 | | 2013 |