Refereed Journals
*indicates equal co-first or co-last authorship
Refereed Journal Articles
M. Lin, J. Rubin, R. Palermo, J. Zee, E. Hartung. Determinants of left ventricular mass in children with autosomal recessive polycystic kidney disease (accepted at Journal of Nephrology).
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. Assessing the Quality of Deceased Donor Kidneys through Post-Transplant Survival Prediction Algorithms (accepted at American Journal of Kidney Diseases).
J. Rubin, Q. Cao, Y. Sakai, N. Arnett, H. Q. Phi, A. C. Hu, B. L. Cucchiara, D. Bos, L. Saba, J. Zee, J. W. Song. Carotid Plaque Calcification Attenuation Characteristics are Associated with Intraplaque Hemorrhage Volumes: A 3D Segmentation-Based 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: Spatial Relationships and the Development of Tubulointerstitial Scarring in MCD/FSGS (accepted at Kidney International).
J. Rubin, F. Fan, L. Barisoni, A. Janowcyzk, J. Zee (2025). Novel Scalar-on-matrix Regression for Unbalanced Feature Matrices. Statistics in Biosciences; in press.
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-MartĂn, 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
C. Chen, J. Rubin, L. Rennert, M. Edmondson, S. Vandekar*, R. Shinohara*. A novel method for detecting signal in high-dimensional neuroimaging data (under invited revision at Statistics and Data Science in Imaging).
E. M. Sonnenberg, S. Amaral, S. Zhang, J. Rubin, M. H. Levine, V. S. Potluri. Utilization and characteristics of deceased donor kidneys prioritized for and placed ahead of pediatric recipients using the updated KDRI (under invited revision at American Journal of Kidney Diseases).
J. Rubin, F. Fan, L. Barisoni, A. R. Janowczyk, J. Zee. Analysis of Correlated Imaging Features using Scalar-on-matrix Regression (under invited revision at Statistical Analysis and Data Mining).
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. Magdy, A. Gupta, S. Border, C. Pardinhas, V. Sousa, A. Figueirerdo, A. Z. Rosenberg, K. Jen, J. Zee, P. Sarder. Integrating Pathomic and Clinical Data from Kidney Deceased Donors to Enhance Graft Function Prediction and Reduce Organ Discard.
J. Rubin, L. Han, J. Zee. Outcome Prediction Using Image Features with Conformal Quantile Regression.
R. R. Scobell, M. Zhou, S. Kowalczyk, E. Mitchel, R. Fulchiero, D. Campos, D. Gunturi, J. Rubin, R. Xiao, L. Wu, L. Copelovitch, L. Albenberg, M. Denburg. Kidney Disease in Children and Young Adults with Inflammatory Bowel Disease.
J. Zee, P. Mahajan, J. Rubin, V. Pate, B. Layton, M. Denburg, D. Glenn. Methods for calculating differences in vaccine effectiveness.