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Journal Articles
Subject Area:
Nephrology
Jing Zhang, Tobias Fuhrer, Hongping Ye, Brian Kwan, Daniel Montemayor, Jana Tumova, Manjula Darshi, Farsad Afshinnia, Julia J. Scialla, Amanda Anderson, Anna C. Porter, Jonathan J. Taliercio, Hernan Rincon-Choles, Panduranga Rao, Dawei Xie, Harold Feldman, Uwe Sauer, Kumar Sharma, Loki Natarajan
Journal:
American Journal of Nephrology
Am J Nephrol (2022) 53 (2-3): 215–225.
Published Online: 23 February 2022
... abundance along with clinical data (demographics, blood pressure, HbA1c, eGFR, and albuminuria), we developed univariate and multivariate models for the eGFR slope using penalized (lasso) and random forest models. Final models were tested on time-to-ESKD (end-stage kidney disease) via cross-validated C...