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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: bhat z. Sci Rep. 2022 Mar 22;12(1):4832. doi: 10.1038/s41598-022-08974-8. Sci Rep. 2022. PMID: 35318420 Free PMC article.
Growth Differentiation Factor-15 and Risk of CKD Progression.
Nair V, Robinson-Cohen C, Smith MR, Bellovich KA, Bhat ZY, Bobadilla M, Brosius F, de Boer IH, Essioux L, Formentini I, Gadegbeku CA, Gipson D, Hawkins J, Himmelfarb J, Kestenbaum B, Kretzler M, Magnone MC, Perumal K, Steigerwalt S, Ju W, Bansal N. Nair V, et al. J Am Soc Nephrol. 2017 Jul;28(7):2233-2240. doi: 10.1681/ASN.2016080919. Epub 2017 Feb 3. J Am Soc Nephrol. 2017. PMID: 28159780 Free PMC article.
Impaired β-Oxidation and Altered Complex Lipid Fatty Acid Partitioning with Advancing CKD.
Afshinnia F, Rajendiran TM, Soni T, Byun J, Wernisch S, Sas KM, Hawkins J, Bellovich K, Gipson D, Michailidis G, Pennathur S; Michigan Kidney Translational Core CPROBE Investigator Group. Afshinnia F, et al. J Am Soc Nephrol. 2018 Jan;29(1):295-306. doi: 10.1681/ASN.2017030350. Epub 2017 Oct 11. J Am Soc Nephrol. 2018. PMID: 29021384 Free PMC article.
GDF-15, Galectin 3, Soluble ST2, and Risk of Mortality and Cardiovascular Events in CKD.
Tuegel C, Katz R, Alam M, Bhat Z, Bellovich K, de Boer I, Brosius F, Gadegbeku C, Gipson D, Hawkins J, Himmelfarb J, Ju W, Kestenbaum B, Kretzler M, Robinson-Cohen C, Steigerwalt S, Bansal N. Tuegel C, et al. Among authors: bhat z. Am J Kidney Dis. 2018 Oct;72(4):519-528. doi: 10.1053/j.ajkd.2018.03.025. Epub 2018 Jun 14. Am J Kidney Dis. 2018. PMID: 29866459 Free PMC article.
Consent for Genetic Biobanking in a Diverse Multisite CKD Cohort.
Troost JP, Hawkins J, Jenkins DR, Gipson DS, Kretzler M, El Shamy O, Bellovich K, Perumal K, Bhat Z, Massengill S, Steigerwalt S, Pennathur S, Brosius FC, Gadegbeku CA; Michigan O’Brien Kidney Translational Research Center. Troost JP, et al. Among authors: bhat z. Kidney Int Rep. 2018 Jun 12;3(6):1267-1275. doi: 10.1016/j.ekir.2018.06.002. eCollection 2018 Nov. Kidney Int Rep. 2018. PMID: 30450453 Free PMC article.
Soluble ST2 and Galectin-3 and Progression of CKD.
Alam ML, Katz R, Bellovich KA, Bhat ZY, Brosius FC, de Boer IH, Gadegbeku CA, Gipson DS, Hawkins JJ, Himmelfarb J, Kestenbaum BR, Kretzler M, Robinson-Cohen C, Steigerwalt SP, Tuegel C, Bansal N. Alam ML, et al. Kidney Int Rep. 2018 Sep 21;4(1):103-111. doi: 10.1016/j.ekir.2018.09.013. eCollection 2019 Jan. Kidney Int Rep. 2018. PMID: 30596173 Free PMC article.
Burden and Outcomes of Heart Failure Hospitalizations in Adults With Chronic Kidney Disease.
Bansal N, Zelnick L, Bhat Z, Dobre M, He J, Lash J, Jaar B, Mehta R, Raj D, Rincon-Choles H, Saunders M, Schrauben S, Weir M, Wright J, Go AS; CRIC Study Investigators. Bansal N, et al. Among authors: bhat z. J Am Coll Cardiol. 2019 Jun 4;73(21):2691-2700. doi: 10.1016/j.jacc.2019.02.071. J Am Coll Cardiol. 2019. PMID: 31146814 Free PMC article.
Multi-Scalar Data Integration Links Glomerular Angiopoietin-Tie Signaling Pathway Activation With Progression of Diabetic Kidney Disease.
Liu J, Nair V, Zhao YY, Chang DY, Limonte C, Bansal N, Fermin D, Eichinger F, Tanner EC, Bellovich KA, Steigerwalt S, Bhat Z, Hawkins JJ, Subramanian L, Rosas SE, Sedor JR, Vasquez MA, Waikar SS, Bitzer M, Pennathur S, Brosius FC, De Boer I, Chen M, Kretzler M, Ju W; Kidney Precision Medicine Project and Michigan Translational Core C-PROBE Investigator Group; Kidney Precision Medicine Project and Michigan Translational Core C-PROBE Investigator Group. Liu J, et al. Among authors: bhat z. Diabetes. 2022 Dec 1;71(12):2664-2676. doi: 10.2337/db22-0169. Diabetes. 2022. PMID: 36331122 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: bhat z. Sci Rep. 2023 Aug 5;13(1):12701. doi: 10.1038/s41598-023-39591-8. Sci Rep. 2023. PMID: 37543648 Free PMC article.
185 results