Return to Faculty Listing
Joshua Lukemire
Assistant Research Professor
Research Assistant Professor
Faculty, Biostatistics and Bioinformatics
My main research focus involves developing and applying statistical techniques for analyzing high-dimensional imaging data, with a specific interest in developing models for identifying brain network differences between clinical groups. I am also interested in other types of imaging, including pediatric applications of near-infrared spectroscopy to monitor red blood cell transfusion efficacy.
Contact Information
1518 CLIFTON RD
ATLANTA , GA
1518002
Phone: (478) 213-9635
Email: JLUKEMI@emory.edu
Areas of Interest
- Bayesian Analysis
- Imaging
Education
- B.S. 2015, University of Georgia
- M.S. 2018, Emory University
- Ph.D. 2022, Emory University
Publications
- Joshua Lukemire, Giuseppe Pagnoni, Ying Guo, 2023, Sparse Bayesian modeling of hierarchical independent component analysis: Reliable estimation of individual differences in brain networks, Biometrics, 13, 867
- Xuan Kan, Hejie Cui, Joshua Lukemire, Ying Guo, Carl Yang, 2022, FBNETGEN: Task-aware GNN-based fMRI Analysis via Functional Brain Network Generation , Presentation in MIDL 2022, 12, 465
- Joshua Lukemire, Abhyuday Mandal, Weng Kee Wong, 2022, Optimal experimental designs for ordinal models with mixed factors for industrial and healthcare applications, Journal of Quality Technology, 54, 184-196
- Patel, R., Lukemire, J., Shenvi, N., Arthur, C., Stowell, S., Sola-Visner, M., Easley, K., Roback, J., Guo, Y., and Josephson, C., 2021, Association of Blood Donor Sex and Age With Outcomes in Very Low-Birth-Weight Infants Receiving Blood Transfusion, JAMA Network Open, 4, e2123942
- Fragaszy, D., Lukemire, J., Reynoso–Cruz, E., Villarreal, S., Sheheane, S., Heaton, A., Quinones, M., and Mangalam, M. (2021), 2021, How tufted capuchin monkeys (Sapajus spp.) and humans (Homo sapiens) handle a jointed tool, Journal of Comparative Psychology, 135, 382–393
- Lukemire, J., Kundu, S., Pagnoni, G., & Guo, Y, 2020, Bayesian Joint Modeling of Multiple Brain Functional Networks, Journal of the American Statistical Association, 116, 518-530
- Lukemire, J., Wang, Y., Verma, A., & Guo, Y. , 2020, HINT: A Hierarchical Independent Component Analysis Toolbox for Investigating Brain Functional Networks using Neuroimaging Data., Journal of Neuroscience Methods, 341, 726
- Kundu, S., Lukemire, J., Wang, Y., & Guo, Y, 2019, A Novel Joint Brain Network Analysis Using Longitudinal Alzheimer’s Disease Data, Scientific Reports, 9, 1-18
- Lukemire, Joshua; Mandal, Abhyuday; Wong, Weng Kee, 2019, d-QPSO: A Quantum-Behaved Particle Swarm Technique for Finding D-Optimal Designs With Discrete and Continuous Factors and a Binary Response, Technometrics, 14, 945
- Tangpricha, V., Lukemire, J., Chen, Y., Binongo, J. N. G., Judd, S. E., Michalski, E. S., ... & Zughaier, S. M., 2019, Vitamin D for the Immune System in Cystic Fibrosis (DISC): a double-blind, multicenter, randomized, placebo-controlled clinical trial, The American Journal of Clinical Nutrition, 109, 544-553