Samuel Berchuck

Samuel Berchuck

Postdoctoral Associate

External address: 
214 Old Chemistry Building, Durham, NC 27707
Phone: 
+1 919 684 4210

Overview

Dr. Berchuck is a Forge Scholar and statistical researcher specializing in quantitative methodologies to improve disease management and healthcare for glaucoma patients. As a member of the Visual Performance Lab in the Duke Eye Center, Dr. Berchuck’s primary research focus is to improve glaucoma progression diagnoses by developing a modeling framework that appropriately combines the various data modalities collected at clinical visits. His primary methodological interests include Bayesian methods, spatial statistics, MCMC algorithms, factor analysis, latent variable models, and causal inference.

Berchuck, S. I., et al. “Diagnosing Glaucoma Progression With Visual Field Data Using a Spatiotemporal Boundary Detection Method.” Journal of the American Statistical Association, Jan. 2019. Scopus, doi:10.1080/01621459.2018.1537911. Full Text

Beamon, Carmen, et al. “Predicting neonatal respiratory morbidity by lamellar body count and gestational age..” Journal of Perinatal Medicine, vol. 44, no. 6, Aug. 2016, pp. 677–83. Epmc, doi:10.1515/jpm-2014-0310. Full Text

Berchuck, S. I., et al. “Spatially modelling the association between access to recreational facilities and exercise: The 'Multi-ethnic study of atherosclerosis'.” Journal of the Royal Statistical Society. Series A: Statistics in Society, vol. 179, no. 1, Jan. 2016, pp. 293–310. Scopus, doi:10.1111/rssa.12119. Full Text

Park, J. K., et al. “Aneuploidy prevalence is no different between embryos biopsied on day 5 vs day 6.” Fertility and Sterility, vol. 100, no. 3, Elsevier BV, Sept. 2013, pp. S197–S197. Crossref, doi:10.1016/j.fertnstert.2013.07.1344. Full Text

Meyer, W. R., et al. “Intrauterine insemination pregnancy rates do not differ between physicians and nurses.” Fertility and Sterility, vol. 98, no. 3, Elsevier BV, Sept. 2012, pp. S73–S73. Crossref, doi:10.1016/j.fertnstert.2012.07.263. Full Text

Pokorney, Sean, et al. “ATRIAL ISCHEMIA AS A MECHANISM OF ATRIAL FIBRILLATION.” Journal of the American College of Cardiology, vol. 71, no. 11, Elsevier BV, 2018, pp. A372–A372. Crossref, doi:10.1016/s0735-1097(18)30913-6. Full Text