Ensembles of NLP Tools for Data Element Extraction from Clinical Notes. - Tsung-Ting Kuo; Pallavi Rao; Cleo K. Maehara; Son Doan; Juan D. Chaparro; Michele E. Day; Claudiu Farcas; Lucila Ohno-Machado; Chun-Nan Hsu (AMIA, 2016)

National trends in safety performance of electronic health record systems in children's hospitals. - Juan D. Chaparro; David C. Classen; Melissa Danforth; David C. Stockwell; Christopher A. Longhurst (J. Am. Medical Informatics Assoc., 2017)

How Do You #relax When You're #stressed? A Content Analysis and Infodemiology Study of Stress-Related Tweets. - Son Doan; Amanda Ritchart; Nicholas Perry; Juan D. Chaparro; Mike Conway (CoRR, 2019)

Clinical Decision Support for Health Maintenance Interventions in Acute Care Settings: Three Approaches to Promoting Influenza Vaccine. - Evan W. Orenstein; Juan D. Chaparro; Emily C. Webber; Naveen Muthu (AMIA, 2020)

Reducing Interruptive Alert Burden Using Quality Improvement Methodology. - Juan D. Chaparro; Cory Hussain; Jennifer Lee; Jessica Hehmeyer; Manjusri Nguyen; Jeffrey Hoffman (Appl. Clin. Inform., 2020)

Alert burden in pediatric hospitals: a cross-sectional analysis of six academic pediatric health systems using novel metrics. - Evan W. Orenstein; Swaminathan Kandaswamy; Naveen Muthu; Juan D. Chaparro; Philip Hagedorn; Adam C. Dziorny; Adam Moses; Sean Hernandez; Amina Khan; Hannah B. Huth; Jonathan M. Beus; Eric S. Kirkendall (J. Am. Medical Informatics Assoc., 2021)

Catastrophic Disaster Stories: Tales of CDS Gone Wrong and Lessons Learned. - Allison B. McCoy; Swaminathan Kandaswamy; Juan D. Chaparro; Sean Hernandez; Evan Orenstein (AMIA, 2022)

Clinical Decision Support Stewardship: Best Practices and Techniques to Monitor and Improve Interruptive Alerts. - Juan D. Chaparro; Jonathan M. Beus; Adam C. Dziorny; Philip Hagedorn; Sean Hernandez; Swaminathan Kandaswamy; Eric S. Kirkendall; Allison B. McCoy; Naveen Muthu; Evan W. Orenstein (Appl. Clin. Inform., 2022)

Alert design in the real world: a cross-sectional analysis of interruptive alerting at 9 academic pediatric health systems. - Swaminathan Kandaswamy; Julia K. W. Yarahuan; Elizabeth A Dobler; Matthew J. Molloy; Lindsey A Knake; Sean Hernandez; Anne A Fallon; Lauren M. Hess; Allison B. McCoy; Regine M. Fortunov; Eric S. Kirkendall; Naveen Muthu; et al. (J. Am. Medical Informatics Assoc., 2025)