David Randolph, PhD
Biomedical Informatics Research Specialist
Biomedical Informatics Core
Contact
Building & Room:
WROB Room 455 CUB11
Address:
1747 W. Roosevelt Rd.
Office Phone:
Email:
Related Sites:
About
David A. Randolph manages the Clinical Research Data Warehouse (CRDW), gathering data from various sources within UI Health. He also transforms warehoused data to provide customized clinical data sets to researchers across UIC and to deliver anonymized data to national clinical data networks. He has recently collaborated on informatics research with investigators at UIC, Northwestern, and the University of Chicago. This work has focused on methods to preserve patient privacy when sharing clinical data across institutions.
Prior to joining CCTS in 2017, Dr. Randolph was Principal Staff Software Engineer at Motorola Mobility, where, over a 17-year career, he worked in configuration management, database application development, and data analytics. Before Motorola, he was Staff Software Engineer at IBM, Associate Editor at the University of Wisconsin-Madison, and a teacher in Illinois public schools.
His other research interests include machine learning, natural language processing (NLP), music computing, and educational technology.
Selected Publications
Randolph, D. A., Di Eugenio, B., & Badgerow, J. (2023). Modeling piano fingering decisions with conditional random fields. Proceedings of the 20th Sound and Music Computing Conference, 269–276.
Dong, X., Randolph, D. A., Weng, C., Kho, A. N., Rogers, J., & Wang, X. (2021). Developing high performance secure multi-party computation protocols in healthcare: A case study of patient risk stratification. Proceedings of the 2021 AMIA Virtual Informatics Summit, 200–209.
Randolph, D. A., Di Eugenio, B., & Badgerow, J. (2021). Expected reciprocal rank for evaluating musical fingering advice. Proceedings of the 18th Sound and Music Computing Conference, 53–59.
Dong, X., & Randolph, D. A. (2020). Toward a more accurate accrual to clinical trials: Joint cohort discovery using Bloom filters and homomorphic encryption. Proceedings of the AMIA Joint Summits on Translational Science.
Caporaso, J. G., Baumgartner Jr., W. A., Randolph, D. A., Cohen, K. B., & Hunter, L. (2007). MutationFinder: A high-performance system for extracting point mutation mentions from text. Bioinformatics, 23(14), 1862–1865.
Education
PhD, Computer Science, University of Illinois Chicago
ME, Computer Science, University of Colorado Boulder
BS, Computer Sciences, University of Wisconsin-Madison
BS, Secondary Education (Teaching of English), University of Illinois Urbana-Champaign
Licensures and Certifications
Epic Clinical Data Model Certification
Campus Certificate in Bioinformatics, UIC
Professional Educator License, Illinois State Board of Education
Professional Memberships
American Medical Informatics Association
Association for Clinical and Translational Science