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Natural Language Processing to Identify Foley Catheter–Days

  • Valmeek Kudesia (a1) (a2) (a3), Judith Strymish (a3) (a4), Leonard D'Avolio (a2) (a3) and Kalpana Gupta (a1) (a2) (a4)

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Corresponding author

VA Boston HCS, 1400 VFW Parkway, 111 Med, West Roxbury, MA 02132 (kalpana.gupta@va.gov)

References

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1. Klevens, RM, Edwards, JR, Richards, CL Jr et al. Estimating health care-associated infections and deaths in U.S. hospitals, 2002. Public Health Rep 2007;122(2):160166.
2. Burns, AC, Petersen, NJ, Garza, A, et al. Accuracy of a urinary catheter surveillance protocol. Am J Infect Control 2012;40(1):5558.
3. Saint, S, Kowalski, CP, Kaufman, SR, et al. Preventing hospital-acquired urinary tract infection in the United States: a national study. Clin Infect Dis 2008;46(2):243250.
4. Jha, AK, Classen, DC. Getting moving on patient safety: harnessing electronic data for safer care. N Engl J Med 2011;365(19):17561758.
5. Choudhuri, JA, Pergamit, RF, Chan, JD, et al. An electronic catheter-associated urinary tract infection surveillance tool. Infect Control Hosp Epidemiol 2011;32(8):757762.
6. Wright, MO, Fisher, A, John, M, Reynolds, K, Peterson, LR, Robicsek, A. The electronic medical record as a tool for infection surveillance: successful automation of device-days. Am J Infect Control 2009;37(5):364370.
7. Murff, HJ, FitzHenry, F, Matheny, ME, et al. Automated identification of postoperative complications within an electronic medical record using natural language processing. JAMA 2011;306(8):848855.
8. D'Avolio, LW, Litwin, MS, Rogers, SO Jr Bui, AA. Facilitating clinical outcomes assessment through the automated identification of quality measures for prostate cancer surgery. J Am Med Inform Assoc 2008;15(3):341348.
9. D'Avolio, LW, Nguyen, TM, Goryachev, S, Fiore, LD. Automated concept-level information extraction to reduce the need for custom software and rules development. J Am Med Inform Assoc 2011;18(5):607613.
10. Fakih, MG, Watson, SR, Greene, MT, et al. Reducing inappropriate urinary catheter use: a statewide effort. Arch Intern Med 2012;172(3):255260.

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