Refereed Journals
*indicates equal co-first or co-last authorship
Refereed Journal Articles
J. Rubin, F. Fan, L. Barisoni, A. R. Janowczyk, J. Zee (accepted 2026, in press). Analysis of Correlated Imaging Features using Scalar-on-matrix Regression. Statistical Analysis and Data Mining.
C. Chen, J. Rubin, L. Rennert, M. Edmondson, S. N. Vandekar*, R. T. Shinohara* (2026). A novel, variance component-based method for detecting brain-behavior associations in neuroimaging data. Statistics and Data Science in Imaging, 2 (1).
J. Rubin, F. Fan, L. Barisoni, A. Janowcyzk, J. Zee (2026). Novel Scalar-on-matrix Regression for Unbalanced Feature Matrices. Statistics in Biosciences, 18 192-213.
V. S. Potluri*, J. Rubin*, J. Zee, S. J. Ratcliffe, M. O. Harhay, P. L. Abt, E. A. Vail, C. R. Parikh, R. D. Bloom, A. Gasparini, M. Crowther, D. S. Goldberg, P. P. Reese (2026). Assessing the Quality of Deceased Donor Kidneys through Post-Transplant Survival Prediction Algorithms. American Journal of Kidney Diseases, 87 (1).
M. Lin, J. Rubin, R. Palermo, J. Zee, E. Hartung (2025). Determinants of left ventricular mass in children with autosomal recessive polycystic kidney disease. Journal of Nephrology, 38 (9) 2949-2960.
J. Rubin, Q. Cao, Y. Sakai, N. Arnett, H. Q. Phi, A. C. Hu, B. L. Cucchiara, D. Bos, L. Saba, E. Johannson, J. Zee, J. W. Song (2025). Association of Carotid Plaque Calcification Attenuation With Intraplaque Hemorrhange Volume: 3D-Segmentation Analysis. Journal of Neuroimaging, 35 (4).
F. Fan, Q. Liu, J. Zee, T. Ozeki, D. Demeke, Y. Yang, A. B. Farris, B. Wang, L. Mariani, K. Lafata, J. Rubin, Y. Chen, L. Holzman, J. B. Hodgin, A. Madabhushi, L. Barisoni, A. Janowczyk. Clinical relevance of computationally derived tubular features and their spatial relationships with the interstitial microenvironment in minimal change disease/focal segmental glomerulosclerosis. Kidney International, 108 (2) 293-309.
J. W. Song, H. Q. Phi, M. Koneru, J. Rubin, Q. Cao, Y. Sakai, L. Ibrahim, S. Zhou, J. H. Woo, S. E. Kasner, L. Saba, B. K. Cucchiara (2025). Prevalence of High-risk CTA-based Carotid Plaque-RADS Subtypes in Patients with Embolic Stroke of Undetermined Source. Stroke, 56 (3).
Y. Sakai, Q. Cao, J. Rubin, J. Witsch, D. Cohen-Addad, K. Rodrigues, M. Coco-Martín, P. Pasyar, J. Juega, Z. Fan, S. Kasner, B. Cucchiara, J. Song (2023). Imaging Biomarkers and Prevalence of Complex Aortic Plaque in Cryptogenic Stroke: A Systematic Review. Journal of the American Heart Association, 12 (23).
Y. Chen, J. Zee, A. Janowczyk, J. Rubin, P. Toro, K. Lafata, L. Mariani, L. Holzman, J. Hodgins, A. Madabhushi, L. Barisoni (2023). Clinical Relevance of Computationally Derived Attributes of Peritubular Capillaries from Kidney Biopsies. Kidney360, 4(5) 648-658.
J. Rubin, L. Mariani, A. Smith, J. Zee (2022). Ridge regression for functional form Identification of continuous Predictors of Patient-Reported Outcomes in Glomerular Disease. Glomerular Diseases, 3 47-55.
J. Rubin, E. L. Shirley, Z. H. Levine (2018). Acceleration of diffraction calculations in cylindrically symmetrical optics by use of discrete fast Fourier transforms. Applied Optics, 57 778-793.
Works in Progress
Submitted/Under Revision
J. Rubin, L. Han, J. Zee. Outcome Prediction Using Image Features with Conformal Quantile Regression (under invited revision at Health Services and Outcomes Research Methodology).
B. Ren, I. Barnett, H. Shou, J. Rubin, H. Zhu, T. Conway, K. Cain, B. Saelens, K. Glanz, J. Sallis, J. S. Morris. Semiparametric quantile functional regression analysis of adolescent physical activity distributions in the presence of missing data (under invited revision at Journal of the American Statistical Association -- Applications & Case Studies).
In Preparation
L. Rodrigues*, A. Paul*, J. Rubin*, H. Abdelazim, A. Gupta, C. Pardinhas, C. Pimenta, B. Fernandes, I. Simões, V. Sousa, A. Figueirerdo, R. Alves, A. B. Fogo, J. Zee, P. Sarder. Multimodal ComPRePS: Integrating High-dimensional Procurement Biopsy Pathomics and Clinical Data for Prediction of Post-Transplant Allograft Outcomes.
J. E. Wiseman, T. L. Holliday, B. L. Strong, J. S. Rubin, G. T. Schwartzbauer, T. M. Scalea, D. M. Stein. Traumatic cerebral venous sinus thrombosis is uniformly common across skull fracture patterns in blunt head trauma: Time to rethink screening priorities.