Use of electronic healthcare records to identify complex patients with atrial fibrillation for targeted intervention. - Shirley V. Wang; James R. Rogers; Yinzhu Jin; David W. Bates; Michael A. Fischer 001 (J. Am. Medical Informatics Assoc., 2017)

Reliable insights regarding medication outcomes from real world data- key principles of an evidence generation framework. - Rishi J. Desai; Sebastian Schneeweiss; Keith Marsolo; Shirley V. Wang; Robert Ball (AMIA, 2021)

Broadening the reach of the FDA Sentinel system: A roadmap for integrating electronic health record data in a causal analysis framework. - Rishi J. Desai; Michael E. Matheny; Kevin Johnson; Keith Marsolo; Lesley H. Curtis; Jennifer C. Nelson; Patrick J. Heagerty; Judith C. Maro; Jeffrey S. Brown; Sengwee Toh; Michael D. Nguyen; Robert Ball; et al. (npj Digit. Medicine, 2021)

A chart review process aided by natural language processing and multi-wave adaptive sampling to expedite validation of code-based algorithms for large database studies. - Shirley V. Wang; Georg Hahn; Sushama Kattinakere Sreedhara; Mufaddal Mahesri; Haritha S. Pillai; Rajendra Aldis; Joyce Lii; Sarah K. Dutcher; Rhoda Eniafe; Jamal T. Jones; Keewan Kim; Jiwei He; et al. (CoRR, 2025)