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Michelle H. Nguyen
Johns Hopkins University School of Medicine
Department of Biomedical Engineering
ude.imhj@97eyugnm
Degree
BS, Virginia Commonwealth University, Department of Biomedical Engineering, Honors College, 2020
- Magna cum laude
- Area of Concentration: Biomaterials and Biomechanics, Minor: Mathematics
Research Experience
- 2020-present
- Research Assistant, Department of Biomedical Engineering, Johns Hopkins School of Medicine, Baltimore, MD, PI: Dr. Casey Overby Taylor
- 2018-2020
- Undergraduate Research Assistant, Department of Biomedical Engineering, Virginia Commonwealth University School of Engineering, Richmond, VA, PI: Dr. Seth Weinberg
- 2017-2018
- Undergraduate Research Assistant, Department of Biomedical Engineering, Virginia Commonwealth University School of Engineering, Richmond, VA, PI: Dr. Raiyan Zaman
Teaching Experience
- Teaching Assistant
- Biomedical Data Design (Fall 2022-Spring 2023), Johns Hopkins University, Baltimore, MD
- Teaching Assistant
- Honors Rhetoric (Fall 2017-Spring 2020), Virginia Commonwealth University School of Engineering, Richmond, VA
Papers
- December 2024
- Wang N., Lu Y.L., Treewaree S., Zirikly A., Nguyen M.H., Agarwal B., Shah J., Stevenson J.M., Taylor C.O. (2024). Prompt Engineering to Generate Synthetic Patient Portal Drug-Related Communications. Journal of Biomedical Informatics https://doi.org/10.1016/j.jbi.2024.104752
- September 2024
- Nguyen M.H., Sedoc, J., & Taylor, C. O. (2024).Usability, engagement, and report usefulness of chatbot-based family health history data collection: Mixed-methods analysis. Journal of Medical Internet Research. https://doi.org/doi:10.2196/55164
- June 2023
- Soley N., Klein A., Taylor C.O., Nguyen M., Ewachiw G., Shah H., Bodurtha J. Feasibility of the Genetic Information Assistant Chatbot to Provide Genetic Education and Study Genetic Test Adoption Among Pancreatic Cancer Patients at Johns Hopkins Hospital. AMIA Jt Summits Transl Sci Proc. 2023 Jun 16;2023:497-504. PMID: 37350913; PMCID: PMC10283105.
Presentations
- November 2024
- Speaker,
“Strolr: An LLM-enabled Chatbot to Support Pregnant Women’s Quick and Easy Information Seeking from Trustworthy Sources. ” . AMIA National Symposium 2024, San Francisco, CA. Systems Demonstration.
- November 2024
- Speaker,
"Automated Genetic Counseling Efficiency Measure Extraction with Rules based Natural Language Processing Methods." AMIA National Symposium 2024, San Francisco, CA. Podium Abstract.
- July 2024
- Speaker,
“Enhancing FHx collection and documentation with a
chatbot and NLP pipeline” 22nd International Conference on Artificial Intelligence in Medicine, Salt Lake City, Utah
- March 2023
- Poster, “Randomized Intervention Study of Form-based and Chatbot-based Methods for Family History Data Collection,” AMIA Informatics Summit 2023, Seattle, WA.
- March 2023
- Poster, “Detecting Phenotypes Among Patients Suspected of Rare Mendelian Disorders,” AMIA Informatics Summit 2023, Seattle, WA.
- November 2022
- Poster, “Piloting Family Health History Chatbot with Crowd-Sourced Data
Collection,” AMIA National Symposium 2022, Washington, D.C.
- November 2021
- Speaker,
“mAMIA: mHealth dashboard to support pregnant women’s health
information seeking and emotional and social wellbeing.” AMIA National Symposium 2021, San Diego, CA
- April 2022
- Poster, “Design and Implementation of Web-based Methods for Family Health History Collection,” ACTS Translational Science 2022, Chicago, IL
- May 2018
- Poster, “Modeling Heart Rate Variability with ECG-based Patient Data,” Honors Summer Undergraduate Research Program, Richmond, VA
- April 2017
- Poster, “Piano Practice as Pediatric Multiple Sclerosis Therapy”, 9th VCU Poster Symposium for Undergraduate Research and Creativity, Richmond VA
Other Experience
- 2018-2020
- VCU Engineering Student Council Executive Board Member
- 2018-2020
- Tau Beta Pi Epsilon Chapter Vice President
- 2017-2020
- Co-Editor-in-Chief and Webmaster of Auctus: The Journal of Undergraduate Research and Creativity at VCU
- 2019
- FIRST Chesapeake NextUP RVA Robotics Instructor, Richmond,VA
Honors & Awards
- 2021-2022
- NIH/NCATS ICTR Pre-doctoral Clinical Research Training Grant, TL1 TR003100
- 2021
- AMIA Student Design Challenge Finalist (1/5 team winners)
- 2020-2021
- NIH/NIGMS Pre-Doctoral Training Program in Computational Medicine, CMT32
- 2019-2020
- Tau Beta Pi Scholarship
- 2017-2019
- Western Union Global Foundation Scholarship
- 2017
- VCU Launch Award
- 2016-2020
- VCU Provost Scholar