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Unsupervised machine learning for identifying important visual features through bag-of-words using histopathology data from chronic kidney disease.
Lee J, Warner E, Shaikhouni S, Bitzer M, Kretzler M, Gipson D, Pennathur S, Bellovich K, Bhat Z, Gadegbeku C, Massengill S, Perumal K, Saha J, Yang Y, Luo J, Zhang X, Mariani L, Hodgin JB, Rao A; C-PROBE Study. Lee J, et al. Among authors: saha j. Sci Rep. 2022 Mar 22;12(1):4832. doi: 10.1038/s41598-022-08974-8. Sci Rep. 2022. PMID: 35318420 Free PMC article.
Rosiglitazone reduces renal and plasma markers of oxidative injury and reverses urinary metabolite abnormalities in the amelioration of diabetic nephropathy.
Zhang H, Saha J, Byun J, Schin M, Lorenz M, Kennedy RT, Kretzler M, Feldman EL, Pennathur S, Brosius FC 3rd. Zhang H, et al. Among authors: saha j. Am J Physiol Renal Physiol. 2008 Oct;295(4):F1071-81. doi: 10.1152/ajprenal.90208.2008. Epub 2008 Jul 30. Am J Physiol Renal Physiol. 2008. PMID: 18667486 Free PMC article.
Divergent functions of the Rho GTPases Rac1 and Cdc42 in podocyte injury.
Blattner SM, Hodgin JB, Nishio M, Wylie SA, Saha J, Soofi AA, Vining C, Randolph A, Herbach N, Wanke R, Atkins KB, Gyung Kang H, Henger A, Brakebusch C, Holzman LB, Kretzler M. Blattner SM, et al. Among authors: saha j. Kidney Int. 2013 Nov;84(5):920-30. doi: 10.1038/ki.2013.175. Epub 2013 May 15. Kidney Int. 2013. PMID: 23677246 Free PMC article.
Podocyte-specific JAK2 overexpression worsens diabetic kidney disease in mice.
Zhang H, Nair V, Saha J, Atkins KB, Hodgin JB, Saunders TL, Myers MG Jr, Werner T, Kretzler M, Brosius FC. Zhang H, et al. Among authors: saha j. Kidney Int. 2017 Oct;92(4):909-921. doi: 10.1016/j.kint.2017.03.027. Epub 2017 May 26. Kidney Int. 2017. PMID: 28554737 Free PMC article.
Clustering-based spatial analysis (CluSA) framework through graph neural network for chronic kidney disease prediction using histopathology images.
Lee J, Warner E, Shaikhouni S, Bitzer M, Kretzler M, Gipson D, Pennathur S, Bellovich K, Bhat Z, Gadegbeku C, Massengill S, Perumal K, Saha J, Yang Y, Luo J, Zhang X, Mariani L, Hodgin JB, Rao A. Lee J, et al. Among authors: saha j. Sci Rep. 2023 Aug 5;13(1):12701. doi: 10.1038/s41598-023-39591-8. Sci Rep. 2023. PMID: 37543648 Free PMC article.
380 results