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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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The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.
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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
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Improving Completion, Accuracy, and Dissemination Of Surgical Advanced Care Planning Trial
Melton-Meaux, G. B. (PI), Koopmeiners, J. (CoI), Marquard, J. L. (CoI), Pestka, D. (CoI), Rizvi, R. F. (CoI), Simon, G. J. (CoI), Botsford, C. (Other Role), Knoll, B. (Other Role) & Liu, J. (Other Role)
UNIVERSITY OF CALIFORNIA, SAN FRANCISCO, NATIONAL INSTITUTES OF HEALTH (NIH)
9/15/24 → 8/31/25
Project: Research project
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Investigating Resistance and Resilience pathways in Alzheimer?s Disease
Simon, G. J. (PI)
MAYO CLINIC ROCHESTER, NATIONAL INSTITUTES OF HEALTH (NIH)
3/1/23 → 2/28/26
Project: Research project
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I CAN DO Surgical ACP (Improving Completion, Accuracy, and Dissemination Of Surgical Advanced Care Planning) Trial
Melton-Meaux, G. B. (PI), Koopmeiners, J. (CoI), Marquard, J. L. (CoI), Pestka, D. (CoI), Rizvi, R. F. (CoI) & Simon, G. J. (CoI)
UNIVERSITY OF CALIFORNIA, SAN FRANCISCO, NATIONAL INSTITUTES OF HEALTH (NIH)
8/1/23 → 7/31/24
Project: Research project
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Health Information Exchange Utilization and Inter-hospital Transfer Outcomes
Usher, M. G. (PI) & Simon, G. J. (CoI)
U.S. DEPT OF HEALTH & HUMAN SERV AHRQ
4/1/19 → 1/31/23
Project: Research project
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Exceptional Aging: Identifying Modifiers of Alzheimer's disease Trajectories
Simon, G. J. (PI)
MAYO CLINIC ROCHESTER, NATIONAL INSTITUTES OF HEALTH (NIH)
7/1/18 → 5/31/22
Project: Research project
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Combining self-supervision and privileged information for representation learning from tabular data
Yang, H., Steinbach, M., Melton, G., Kumar, V. & Simon, G. J., 2025, (Accepted/In press) In: Knowledge and Information Systems.Research output: Contribution to journal › Article › peer-review
Open Access -
Transforming liver transplant allocation with artificial intelligence and machine learning: a systematic review
Pruinelli, L., Balakrishnan, K., Ma, S., Li, Z., Wall, A., Lai, J. C., Schold, J. D., Pruett, T. & Simon, G., Dec 2025, In: BMC medical informatics and decision making. 25, 1, 98.Research output: Contribution to journal › Review article › peer-review
Open Access -
Trustworthiness of a machine learning early warning model in medical and surgical inpatients
Caraballo, P. J., Meehan, A. M., Fischer, K. M., Rahman, P., Simon, G. J., Melton, G. B., Salehinejad, H. & Borah, B. J., Feb 1 2025, In: JAMIA Open. 8, 1, ooae156.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Combining Self-Supervision and Privileged Information for Representation Learning from Tabular Data
Yang, H., Steinbach, M., Melton, G., Kumar, V. & Simon, G., 2024, Proceedings - 24th IEEE International Conference on Data Mining, ICDM 2024. Baralis, E., Zhang, K., Damiani, E., Debbah, M., Kalnis, P. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 550-559 10 p. (Proceedings - IEEE International Conference on Data Mining, ICDM).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Consensus modeling: Safer transfer learning for small health systems
Tourani, R., Murphree, D. H., Sheka, A., Melton, G. B., Kor, D. J. & Simon, G. J., Aug 2024, In: Artificial Intelligence in Medicine. 154, 102899.Research output: Contribution to journal › Article › peer-review