Scholars@Duke

• Publications & Artistic Works
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  Selected Publications

  • Books

    • Corey, Kristin, Sehj Kashyap, mark Sendak, and aman Kansal. Machine Learning for Predictive Analytics. Academic Press, 2020.

  • Academic Articles

    • Corey, Kristin M., Lyra B. Olson, Ibtehaj A. Naqvi, Sarah A. Morrison, Connor Davis, Shahid M. Nimjee, Loretta G. Que, et al. “Suppression of Fibrinolysis and Hypercoagulability, Severity of Hypoxemia, and Mortality in COVID-19 Patients: A Retrospective Cohort Study.” Anesthesiology 137, no. 1 (July 1, 2022): 67–78. https://doi.org/10.1097/ALN.0000000000004239.
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    • Friedman, Eugene, John Franzone, Emily R. Ko, Kristin Corey, Jason Mock, Naseem Alavian, Adam Schwartz, et al. “Rationale and design of the Prone Position and Respiratory Outcomes in Non-intubated COVID-19 PatiEnts: The "PRONE" Study.” Contemp Clin Trials 109 (October 2021): 106541. https://doi.org/10.1016/j.cct.2021.106541.
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    • Kansal, Aman, Michael Gao, Suresh Balu, Marshall Nichols, Kristin Corey, Sehj Kashyap, and Mark Sendak. “Impact of diagnosis code grouping method on clinical prediction model performance: A multi-site retrospective observational study.” International Journal of Medical Informatics 151 (July 2021): 104466–104466. https://doi.org/10.1016/j.ijmedinf.2021.104466.
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    • Levy, Jerrold H., Toshiaki Iba, Lyra B. Olson, Kristen M. Corey, Kamrouz Ghadimi, and Jean M. Connors. “COVID-19: Thrombosis, thromboinflammation, and anticoagulation considerations.” Int J Lab Hematol 43 Suppl 1, no. Suppl 1 (July 2021): 29–35. https://doi.org/10.1111/ijlh.13500.
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    • Dorismond, Christina, Senyene E. Hunter, Peggy P. McNaull, Kanecia O. Zimmerman, Daniel K. Benjamin, Rachel G. Greenberg, Kristin M. Corey, Matthew M. Laughon, and Wesley M. Jackson. “Wide range of perioperative drugs and doses used in inguinal hernia repairs for premature infants.” J Perinatol 41, no. 3 (March 2021): 577–81. https://doi.org/10.1038/s41372-020-00864-z.
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    • Sendak, Mark P., William Ratliff, Dina Sarro, Elizabeth Alderton, Joseph Futoma, Michael Gao, Marshall Nichols, et al. “Real-World Integration of a Sepsis Deep Learning Technology Into Routine Clinical Care: Implementation Study.” Jmir Med Inform 8, no. 7 (July 15, 2020): e15182. https://doi.org/10.2196/15182.
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    • Bedoya, Armando D., Joseph Futoma, Meredith E. Clement, Kristin Corey, Nathan Brajer, Anthony Lin, Morgan G. Simons, et al. “Machine learning for early detection of sepsis: an internal and temporal validation study.” Jamia Open 3, no. 2 (July 2020): 252–60. https://doi.org/10.1093/jamiaopen/ooaa006.
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    • Corey, Kristin M., Joshua Helmkamp, Morgan Simons, Lesley Curtis, Keith Marsolo, Suresh Balu, Michael Gao, et al. “Assessing Quality of Surgical Real-World Data from an Automated Electronic Health Record Pipeline.” J Am Coll Surg 230, no. 3 (March 2020): 295-305.e12. https://doi.org/10.1016/j.jamcollsurg.2019.12.005.
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    • Corey, Kristin M., Michael Jay Campbell, Kevin D. Hill, Christoph P. Hornik, Richard Krasuski, Piers C. Barker, Robert D. B. Jaquiss, and Jennifer S. Li. “Pulmonary Valve Endocarditis: The Potential Utility of Multimodal Imaging Prior to Surgery.” World J Pediatr Congenit Heart Surg 11, no. 2 (March 2020): 192–97. https://doi.org/10.1177/2150135119896287.
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    • Diep, Robert T., Kristin Corey, and Murat O. Arcasoy. “A novel nucleotide substitution in the 5' untranslated region of ANKRD26 gene is associated with inherited thrombocytopenia: a report of two new families.” Ann Hematol 98, no. 7 (July 2019): 1789–91. https://doi.org/10.1007/s00277-019-03632-y.
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    • Vaughan, Courtney L., Bethany L. Stangl, Melanie L. Schwandt, Kristin M. Corey, Christian S. Hendershot, and Vijay A. Ramchandani. “The relationship between impaired control, impulsivity, and alcohol self-administration in nondependent drinkers.” Experimental and Clinical Psychopharmacology 27, no. 3 (June 2019): 236–46. https://doi.org/10.1037/pha0000247.
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    • Corey, Kristin M., Sehj Kashyap, Elizabeth Lorenzi, Sandhya A. Lagoo-Deenadayalan, Katherine Heller, Krista Whalen, Suresh Balu, et al. “Development and validation of machine learning models to identify high-risk surgical patients using automatically curated electronic health record data (Pythia): A retrospective, single-site study.” Plos Med 15, no. 11 (November 2018): e1002701. https://doi.org/10.1371/journal.pmed.1002701.
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    • Anderson, Anna W., P Brian Smith, Kristin M. Corey, Kevin D. Hill, Kanecia O. Zimmerman, Reese H. Clark, and Christoph P. Hornik. “Clinical outcomes in very low birth weight infants with major congenital heart defects.” Early Hum Dev 90, no. 12 (December 2014): 791–95. https://doi.org/10.1016/j.earlhumdev.2014.09.006.
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    • Corey, Kristin M., Christoph P. Hornik, Matthew M. Laughon, Kerstin McHutchison, Reese H. Clark, and P Brian Smith. “Frequency of anomalies and hospital outcomes in infants with gastroschisis and omphalocele.” Early Hum Dev 90, no. 8 (August 2014): 421–24. https://doi.org/10.1016/j.earlhumdev.2014.05.006.
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    • Corey, K. M., J. S. Li, S. K. Pasquali, and K. D. Hill. “Safety of cardiac devices in children.” Progress in Pediatric Cardiology 33, no. 2 (May 1, 2012): 111–14. https://doi.org/10.1016/j.ppedcard.2012.02.003.
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    • Faden, Vivian B., Kristin Corey, and Marcy Baskin. “An Evaluation of College Online Alcohol-Policy Information: 2007 Compared With 2002.” Journal of Studies on Alcohol and Drugs, Supplement, no. s16 (July 2009): 28–33. https://doi.org/10.15288/jsads.2009.s16.28.
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