Scholars@Duke

• Recognition
• 

  Awards & Honors

  • 2018 Distinguished Poster Award. Eastern North American Region, International Biometric Society. 2018
  • Dean’s List (Fall 2011). Duke University. 2011
  • Dean’s List with Distinction (Spring 2011). Duke University. 2011
  • Member. Sigma Xi. 2011
• Expertise
• 

  Subject Headings

  • Algorithms
  • Algorithms; complexity
  • Approximation algorithms
  • Bayesian Statistical Decision Theory
  • Bayesian field theory
  • Bayesian inference
  • Bayesian problems; characterization of Bayes procedures
  • Bayesian statistical decision theory--Congresses
  • Computer algorithms
  • Computer algorithms--Congresses
  • Computer science--Mathematics
  • Data Science
  • Gaussian Markov random fields
  • Gaussian measures
  • Gaussian sums
  • Glaucoma
  • Glaucoma--Congresses
  • Glaucoma--Diagnosis
  • Graph algorithms
  • Information science--Statistical methods
  • Linear models (Statistics)
  • Medical protocols
  • Multilevel models (Statistics)
  • Quantitative research
  • Science--Data processing
  • Science--Statistical methods
  • Social sciences--Research--Statistical methods
  • Spatial Analysis
  • Spatial Behavior
  • Spatial Learning
  • Spatial Memory
  • Spatial Navigation
  • Spatial Processing
  • Spatial Regression
  • Spatial analysis (Statistics)
  • Spatial analysis (Statistics)--Congresses
  • Spatial models
  • Spatial processes
  • Spatial systems
  • Statistics
  • Statistics, Medical
• Publications & Artistic Works
• 

  Selected Publications

  • Academic Articles

    • Berchuck, SI, Mwanza, JC, and Warren, JL. "Diagnosing Glaucoma Progression With Visual Field Data Using a Spatiotemporal Boundary Detection Method." Journal of the American Statistical Association (January 1, 2019).  Full Text
    • Beamon, C, Carlson, L, Rambally, B, Berchuck, S, Gearhart, M, Hammett-Stabler, C, and Strauss, R. "Predicting neonatal respiratory morbidity by lamellar body count and gestational age." Journal of Perinatal Medicine 44, no. 6 (August 2016): 677-683.  Full Text
    • Berchuck, SI, Warren, JL, Herring, AH, Evenson, KR, Moore, KAB, Ranchod, YK, and Diez-Roux, AV. "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 179, no. 1 (January 1, 2016): 293-310.  Full Text
    • Park, JK, Singh, S, Berchuck, S, Couchman, G, and Meyer, W. "Aneuploidy prevalence is no different between embryos biopsied on day 5 vs day 6." Fertility and Sterility 100, no. 3 (September 2013): S197-S197.  Full Text
    • Meyer, WR, Oddone, A, Berchuck, S, and Park, JK. "Intrauterine insemination pregnancy rates do not differ between physicians and nurses." Fertility and Sterility 98, no. 3 (September 2012): S73-S73.  Full Text

  • Reports

    • Berchuck, S, Pathman, D, Holmes, G, and Terry, J. Assessing Shifts in Outpatient Visits to Physicians of Other Specialties in Rural Areas with Shortages of Cardiologists and Gastroenterologists: A Preliminary Analysis. April 2015.  Link to Item

  • Conference Papers

    • Pokorney, S, Berchuck, S, Chiswell, K, Shaw, L, Thomas, L, Jones, W, Patel, M, and Piccini, J. "ATRIAL ISCHEMIA AS A MECHANISM OF ATRIAL FIBRILLATION." : Elsevier BV, March 2018.  Full Text
    • Berchuck, S. "Incorporating both space and place in medical geography using Bayesian hierarchical spatial modeling." Association of American Geographies Annual Meeting. April 2015.
    • Berchuck, S. "A Spatially Varying Change Point Model for Determining Glaucoma Progression Using Visual Field Data." 2018 ENAR Spring Meeting. Atlanta, Georgia. March 25, 2018 - March 28, 2018..  Link to Item
    • Berchuck, S. "Bayesian spatial boundary detection for diagnosing progression of glaucoma using visual field data." Sixth IMS-ISBA Joint Meeting. Lenzerheide, Switzerland. January 4, 2016 - January 7, 2016..  Link to Item

  • Software

    • Berchuck, S. "spCP: Spatially Varying Change Points With Spatiotemporal Slopes and Intersects." (2018).  Link to Item
    • Berchuck, S. "womblR: Spatiotemporal Boundary Detection Model for Areal Unit Data." (2017).  Link to Item
• Teaching & Mentoring
• 

  Teaching Activities

  • UNC Chapel Hill
    Teaching Assistant. Bayesian Statistics 2015
    Teaching Assistant. Principles of Statistical Inference 2014
    
    Duke University
    Teaching Assistant. Bayesian and Modern Statistics 2012
    Teaching Assistant. Regression Analysis 2011 
    Teaching Assistant. Introduction to Biostatistics 2011

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