Research output per year
Research output per year
Personal profile
Research interests
Hybrid AI and Statistical Modeling
Clinical and Medical AI
AI System Implementation and Optimization
Biography
My official training is in Mathematics, Statistics, and Computer Science, with particular interests and continuous studies in Artificial Intelligence (AI) and practical applications since 1990s.
Through work experience in academics, research institutes, and business entities, I have gained decades of experience in design and analysis of medical studies, in applying AI methods, machine learning and probabilistic and statistical modeling in various types of data, and in implementing software and hardware systems including software development.
Education/Academic qualification
D.Sc. in Computer Science, George Washington University, Washington, DC, USA
2006 → 2012
M.S. in Computer Science, George Washington University, Washington, DC, USA, Master
2002 → 2003
Ph.D. in Statistics and Computer Science, University of Toronto, Toronto, Ontario, Canada, PhD
1988 → 1993
M.S. in Statistics, University of Toronto, Toronto, Ontario, Canada, Master
1987 → 1988
B.S. in Mathematics and Computer Science, University of Toronto, Toronto, Ontario, Canada, Bachelor
1981 → 1985
Keywords
- R Medicine (General)
- Hybrid AI and Statistical Modeling
- Clinical and Medical AI
- AI System Implementation and Optimization
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
- 5 Article
-
Assessing the Ability of a Large Language Model to Score Free-Text Medical Student Clinical Notes: Quantitative Study
Burke, H. B., Hoang, A., Lopreiato, J. O., King, H., Hemmer, P., Montgomery, M. & Gagarin, V., 25 Jul 2024, In: JMIR Medical Education. 10, p. e56342 e56342.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Assessing the usability by clinicians of VISION: A hierarchical display of patient-collected physiological information to clinicians
Gardner, C. L., Liu, F., Fontelo, P., Flanagan, M. C., Hoang, A. & Burke, H. B., 14 Apr 2017, In: BMC Medical Informatics and Decision Making. 17, 1, 41.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
Electronic physiologic and subjective data acquisition in home-dwelling heart failure patients: An assessment of patient use and perception of usability
Gardner, C. L., Flanagan, M. C., Franklin, C., John-Swayers, C., Walsh-Pouch, S., Bryant, F. J., Romano, C. A., Gibbons, S., De Jong, M., Hoang, A., Becher, D. & Burke, H. B., 1 Sep 2016, In: International Journal of Medical Informatics. 93, p. 42-48 7 p.Research output: Contribution to journal › Article › peer-review
10 Scopus citations -
The adoption of an electronic health record did not improve A1c values in Type 2 diabetes
Burke, H. B., Becher, D. A., Hoang, A. & Gimbel, R. W., 2016, In: Journal of Innovation in Health Informatics. 23, 1, p. 433-438 6 p.Research output: Contribution to journal › Article › peer-review
Open Access6 Scopus citations -
Point-of-care estimated radiation exposure and imaging guidelines can reduce pediatric radiation burden
Bunt, C. W., Burke, H. B., Towbin, A. J., Hoang, A., Stephens, M. B., Fontelo, P., Liu, F. & Gimbel, R. W., 1 May 2015, In: Journal of the American Board of Family Medicine. 28, 3, p. 343-350 8 p.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations