What to expect that you're not expecting: A pilot video education intervention to improve patient self-efficacy surrounding discharge medication barriers. - Sanjai Sinha; John Dillon; Savira Kochhar Dargar; Alexi Archambault; Paul Martin 011; Brittney A. Frankel; Jennifer Inhae Lee; Amanda S. Carmel; Monika M. Safford (Health Informatics J., 2019)

Challenges with quality of race and ethnicity data in observational databases. - Fernanda C. Polubriaginof; Patrick B. Ryan; Hojjat Salmasian; Andrea W. Shapiro; Adler J. Perotte; Monika M. Safford; George Hripcsak; Shaun Smith; Nicholas P. Tatonetti; David K. Vawdrey (J. Am. Medical Informatics Assoc., 2019)

Underserved populations with missing race ethnicity data differ significantly from those with structured race/ethnicity documentation. - Evan Sholle; Laura C. Pinheiro; Prakash Adekkanattu; Marcos Davila; Stephen B. Johnson; Jyotishman Pathak; Sanjai Sinha; Cassidie Li; Stasi A Lubansky; Monika M. Safford; Thomas R. Campion Jr. (J. Am. Medical Informatics Assoc., 2019)

Comparing Automated Extraction to Manual Chart Review for COVID-Specific Research Data Abstraction: A Case Study. - Andrew L. Yin; Winston L. Guo; Evan Sholle; Mangala Rajan; Laura C. Pinheiro; Parag Goyal; Justin Choi; Mark N. Alshak; Han Li; Graham T. Wehmeyer; Mark G. Weiner; Monika M. Safford; et al. (AMIA, 2021)

A predictive model of clinical deterioration among hospitalized COVID-19 patients by harnessing hospital course trajectories. - Elizabeth Mauer; Jihui Lee; Justin Choi; Hongzhe Zhang; Katherine L. Hoffman; Imaani J. Easthausen; Mangala Rajan; Mark G. Weiner; Rainu Kaushal; Monika M. Safford; Peter A. D. Steel; Samprit Banerjee (J. Biomed. Informatics, 2021)

Patient Experiences with a Technology-Facilitated N-of-1 Clinical Trial for Shared Decision-Making about Beta-Blocker Medication Usage. - Sabrina Mangal; Maryam Hyder; Hannah Curtis; Kate Zarzuela; Mahad Musse; Christina Ramasami; Monika M. Safford; Mark Lachs; Parag Goyal (AMIA, 2022)

Comparing automated vs. manual data collection for COVID-specific medications from electronic health records. - Andrew L. Yin; Winston L. Guo; Evan Sholle; Mangala Rajan; Mark N. Alshak; Justin Choi; Parag Goyal; Assem Jabri; Han A. Li; Laura C. Pinheiro; Graham T. Wehmeyer; Mark G. Weiner; et al. (Int. J. Medical Informatics, 2022)