selected publications
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academic article
- ComPRePS: An Automated Cloud-based Image Analysis tool to democratize AI in Digital Pathology.. bioRxiv : the preprint server for biology. 2024
- A novel agreement statistic using data on uncertainty in ratings.. Journal of the Royal Statistical Society Series C: Applied Statistics. 72:1293-1309. 2023
- Clinical Relevance of Computationally Derived Attributes of Peritubular Capillaries from Kidney Biopsies.. Kidney360. 4:648-658. 2023
- Kidney Biopsy Features Most Predictive of Clinical Outcomes in the Spectrum of Minimal Change Disease and Focal Segmental Glomerulosclerosis.. Journal of the American Society of Nephrology. 33:1411-1426. 2022
- Deep learning segmentation of glomeruli on kidney donor frozen sections.. Journal of medical imaging (Bellingham, Wash.). 8:-. 2021
- Quantification of Glomerular Structural Lesions: Associations With Clinical Outcomes and Transcriptomic Profiles in Nephrotic Syndrome.. American journal of kidney diseases : the official journal of the National Kidney Foundation. 79:807-819.e1. 2021
- Deep-Learning-Driven Quantification of Interstitial Fibrosis in Digitized Kidney Biopsies.. The American journal of pathology. 191:1442-1453. 2021
- APOL1 genotype-associated morphologic changes among patients with focal segmental glomerulosclerosis.. Pediatric Nephrology. 36:2747-2757. 2021
- Improving data quality in observational research studies: Report of the Cure Glomerulonephropathy (CureGN) network.. Contemporary clinical trials communications. -. 2021
- Assessment of a computerized quantitative quality control tool for whole slide images of kidney biopsies.. The Journal of pathology. 253:268-278. 2021
- Development and evaluation of deep learning-based segmentation of histologic structures in the kidney cortex with multiple histologic stains.. Kidney international. 99:86-101. 2020
- Ultrastructural Characterization of Proteinuric Patients Predicts Clinical Outcomes.. Journal of the American Society of Nephrology : JASN. 31:841-854. 2020
- CureGN Study Rationale, Design, and Methods: Establishing a Large Prospective Observational Study of Glomerular Disease.. American journal of kidney diseases : the official journal of the National Kidney Foundation. 73:218-229. 2018
- Reproducibility and Feasibility of Strategies for Morphologic Assessment of Renal Biopsies Using the Nephrotic Syndrome Study Network Digital Pathology Scoring System.. Archives of pathology & laboratory medicine. 142:613-625. 2018
- Interstitial fibrosis scored on whole-slide digital imaging of kidney biopsies is a predictor of outcome in proteinuric glomerulopathies.. Nephrology, dialysis, transplantation : official publication of the European Dialysis and Transplant Association - European Renal Association. 33:310-318. 2018