Jimmy Hickey
College of Sciences
Works (2)
Updated: February 11th, 2026 08:54
2026 article
Multivariate and Online Transfer Learning With Uncertainty Quantification
Hickey, J., Williams, J. P., Reich, B. J., & Hector, E. C. (2026, February 1). Statistics in Medicine.
MeSH headings : Humans; Bayes Theorem; Uncertainty; Computer Simulation; Models, Statistical; Periodontitis; Multivariate Analysis
topics (OpenAlex): Machine Learning in Healthcare; Domain Adaptation and Few-Shot Learning; Dental Radiography and Imaging
Source: NC State University Libraries
Added: February 6, 2026
2023 article
Trans-Balance: Reducing demographic disparity for prediction models in the presence of class imbalance
Hong, C., Liu, M., Wojdyla, D. M., Hickey, J., Pencina, M., & Henao, R. (2023, December 7). Journal of Biomedical Informatics.
author keywords: Class imbalance; Demographic disparity; Federated learning; Model fairness; Predictive modeling; Transfer learning
MeSH headings : Humans; Cohort Studies; Algorithms; Machine Learning; Biomedical Research; Demography
topics (OpenAlex): Imbalanced Data Classification Techniques; Artificial Intelligence in Healthcare; Machine Learning in Healthcare
TL;DR:
The findings indicate that the Trans-Balance approach significantly improves predictive performance, especially in scenarios marked by severe class imbalance and demographic disparity, especially in scenarios marked by severe class imbalance.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: February 12, 2024