Personal profile
Research interests
Applied clinical informatics (including big data and analytics) and transplantation.
External Positions
Affiliate Faculty, University of Minnesota
Sep 1 2017 → …
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 2 Zero Hunger -
SDG 3 Good Health and Well-being -
SDG 4 Quality Education -
SDG 10 Reduced Inequalities -
SDG 11 Sustainable Cities and Communities -
SDG 16 Peace, Justice and Strong Institutions
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Collaborations and top research areas from the last five years
Projects
- 7 Finished
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Knowledge Discovery in Liver Transplant Health Disparity: A national pipeline for machine learning applications
Pruinelli, L. (Leader)
6/1/21 → 5/31/22
Project: Internal Grant
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Artificial Intelligence for Nursing: Ethical, Legal and Social Implications
Pruinelli, L. (Co-Principal Investigator)
2/1/19 → 1/31/20
Project: Grant
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Improving Population Outcomes Using Data Science: A Roadmap for Nurse Leaders
Pruinelli, L. (Leader)
1/31/18 → 5/31/22
Project: Internal Grant
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Improving Survival for Liver Transplant Recipients Using Big Data Strategies
Pruinelli, L. (Leader)
1/1/18 → 6/30/19
Project: Internal Grant
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SCH: EXP: Collaborative Research: Group-Specific Learning to Personalize Evidence-Based Medicine
Steinbach, M. (PI) & Pruinelli, L. (Co-Principal Investigator)
9/1/16 → 8/31/21
Project: Grant
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2025 Nursing Knowledge
Ivory, C. H., Pruinelli, L., Freeman, R. & Delaney, C. W., 2025, In: Nursing administration quarterly. Publish Ahead of PrintResearch output: Contribution to journal › Article › peer-review
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Advancing AI initiatives in nursing academics: Case studies and insights from thought leaders
Sockolow, P., Michalowski, M., Peltonen, L. M., Pruinelli, L. & Topaz, M., Sep 1 2025, In: Nursing outlook. 73, 5, 102527.Research output: Contribution to journal › Article › peer-review
Open Access1 Link opens in a new tab Scopus citations -
A predictive tool to forecast the Model for End-Stage Liver Disease score: the “MELDPredict” tool
Nguyen, M., Zhou, J., Ma, S., Simon, G., Olson, S., Pruett, T. & Pruinelli, L., Dec 30 2025, In: Journal of Medical Artificial Intelligence. 8, 45.Research output: Contribution to journal › Article › peer-review
Open Access -
Optimizing pain management in breast cancer care: Utilizing ‘All of Us’ data and deep learning to identify patients at elevated risk for chronic pain
Park, J. I., Johnson, S. & Pruinelli, L., Jan 2025, In: Journal of Nursing Scholarship. 57, 1, p. 95-104 10 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Link opens in a new tab Scopus citations -
The ChatGPT Effect: Nursing Education and Generative Artificial Intelligence
Topaz, M., Peltonen, L. M., Michalowski, M., Stiglic, G., Ronquillo, C., Pruinelli, L., Song, J., O'Connor, S., Miyagawa, S. & Fukahori, H., Jun 2025, In: Journal of Nursing Education. 64, 6, p. e40-e43Research output: Contribution to journal › Article › peer-review
Open Access69 Link opens in a new tab Scopus citations
Fellowships, Honors, and Prizes
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Fellow of the American Medical Informatics Association (FAMIA)
Pruinelli, L. (Recipient), Oct 1 2019
Prize: Fellowship awarded competitively
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MNRS 2021 Annual Research Conference Distinguished Abstract Award
Pruinelli, L. (Recipient), Jan 27 2021
Prize: Prize (including medals and awards)