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Volumn 223, Issue 2, 2016, Pages 259-270.e2

A Prognostic Model of Surgical Site Infection Using Daily Clinical Wound Assessment

Author keywords

[No Author keywords available]

Indexed keywords

C REACTIVE PROTEIN;

EID: 84991259481     PISSN: 10727515     EISSN: 18791190     Source Type: Journal    
DOI: 10.1016/j.jamcollsurg.2016.04.046     Document Type: Conference Paper
Times cited : (49)

References (42)
  • 1
    • 84881439475 scopus 로고    scopus 로고
    • Impact of wound edge protection devices on surgical site infection after laparotomy: multicentre randomised controlled trial (ROSSINI Trial)
    • 1 Pinkney, T.D., Calvert, M., Bartlett, D.C., et al. Impact of wound edge protection devices on surgical site infection after laparotomy: multicentre randomised controlled trial (ROSSINI Trial). BMJ, 347, 2013, f4305.
    • (2013) BMJ , vol.347 , pp. f4305
    • Pinkney, T.D.1    Calvert, M.2    Bartlett, D.C.3
  • 2
    • 80052771466 scopus 로고    scopus 로고
    • The use of silver nylon in preventing surgical site infections following colon and rectal surgery
    • 2 Krieger, B.R., Davis, D.M., Sanchez, J.E., et al. The use of silver nylon in preventing surgical site infections following colon and rectal surgery. Dis Colon Rectum 54 (2011), 1014–1019.
    • (2011) Dis Colon Rectum , vol.54 , pp. 1014-1019
    • Krieger, B.R.1    Davis, D.M.2    Sanchez, J.E.3
  • 3
    • 73849121393 scopus 로고    scopus 로고
    • Impact of surgical site infections on length of stay and costs in selected colorectal procedures
    • 3 Mahmoud, N.N., Turpin, R.S., Yang, G., Saunders, W.B., Impact of surgical site infections on length of stay and costs in selected colorectal procedures. Surg Infect (Larchmt) 10 (2009), 539–544.
    • (2009) Surg Infect (Larchmt) , vol.10 , pp. 539-544
    • Mahmoud, N.N.1    Turpin, R.S.2    Yang, G.3    Saunders, W.B.4
  • 4
    • 0033227053 scopus 로고    scopus 로고
    • The impact of surgical-site infections in the 1990s: attributable mortality, excess length of hospitalization, and extra costs
    • 4 Kirkland, K.B., Briggs, J.P., Trivette, S.L., et al. The impact of surgical-site infections in the 1990s: attributable mortality, excess length of hospitalization, and extra costs. Infect Control Hosp Epidemiol 20 (1999), 725–730.
    • (1999) Infect Control Hosp Epidemiol , vol.20 , pp. 725-730
    • Kirkland, K.B.1    Briggs, J.P.2    Trivette, S.L.3
  • 5
    • 0037326886 scopus 로고    scopus 로고
    • Health and economic impact of surgical site infections diagnosed after hospital discharge
    • 5 Perencevich, E.N., Sands, K.E., Cosgrove, S.E., et al. Health and economic impact of surgical site infections diagnosed after hospital discharge. Emerg Infect Dis 9 (2003), 196–203.
    • (2003) Emerg Infect Dis , vol.9 , pp. 196-203
    • Perencevich, E.N.1    Sands, K.E.2    Cosgrove, S.E.3
  • 6
    • 0032522876 scopus 로고    scopus 로고
    • Infection in surgical patients: effects on mortality, hospitalization, and postdischarge care
    • 6 Dipiro, J.T., Martindale, R.G., Bakst, A., et al. Infection in surgical patients: effects on mortality, hospitalization, and postdischarge care. Am J Heal Pharm 55 (1998), 777–781.
    • (1998) Am J Heal Pharm , vol.55 , pp. 777-781
    • Dipiro, J.T.1    Martindale, R.G.2    Bakst, A.3
  • 7
    • 0041827173 scopus 로고    scopus 로고
    • Surgical complications exert a lasting effect on disease-specific health-related quality of life for patients with colorectal cancer
    • 7 Anthony, T., Long, J., Hynan, L.S., et al. Surgical complications exert a lasting effect on disease-specific health-related quality of life for patients with colorectal cancer. Surgery 134 (2003), 119–125.
    • (2003) Surgery , vol.134 , pp. 119-125
    • Anthony, T.1    Long, J.2    Hynan, L.S.3
  • 9
    • 27644537719 scopus 로고    scopus 로고
    • Systematic review of economic analyses of health care-associated infections
    • 9 Stone, P.W., Braccia, D., Larson, E., Systematic review of economic analyses of health care-associated infections. Am J Infect Control 33 (2005), 501–509.
    • (2005) Am J Infect Control , vol.33 , pp. 501-509
    • Stone, P.W.1    Braccia, D.2    Larson, E.3
  • 10
    • 80051553634 scopus 로고    scopus 로고
    • Differing risk factors for incisional and organ/space surgical site infections following abdominal colorectal surgery
    • 10 Ho, V.P., Stein, S.L., Trencheva, K., et al. Differing risk factors for incisional and organ/space surgical site infections following abdominal colorectal surgery. Dis Colon Rectum 54 (2011), 818–825.
    • (2011) Dis Colon Rectum , vol.54 , pp. 818-825
    • Ho, V.P.1    Stein, S.L.2    Trencheva, K.3
  • 11
    • 84879114584 scopus 로고    scopus 로고
    • Association between occurrence of a postoperative complication and readmission: implications for quality improvement and cost savings
    • 11 Lawson, E.H., Hall, B.L., Louie, R., et al. Association between occurrence of a postoperative complication and readmission: implications for quality improvement and cost savings. Ann Surg 258 (2013), 10–18.
    • (2013) Ann Surg , vol.258 , pp. 10-18
    • Lawson, E.H.1    Hall, B.L.2    Louie, R.3
  • 12
    • 84887994755 scopus 로고    scopus 로고
    • Development and validation of a risk-stratification score for surgical site occurrence and surgical site infection after open ventral hernia repair
    • 12 Berger, R.L., Li, L.T., Hicks, S.C., et al. Development and validation of a risk-stratification score for surgical site occurrence and surgical site infection after open ventral hernia repair. J Am Coll Surg 217 (2013), 974–982.
    • (2013) J Am Coll Surg , vol.217 , pp. 974-982
    • Berger, R.L.1    Li, L.T.2    Hicks, S.C.3
  • 13
    • 84879511982 scopus 로고    scopus 로고
    • The surgical site infection risk score (SSIRS): a model to predict the risk of surgical site infections
    • 13 van Walraven, C., Musselman, R., The surgical site infection risk score (SSIRS): a model to predict the risk of surgical site infections. PLoS One, 8, 2013, e67167.
    • (2013) PLoS One , vol.8 , pp. e67167
    • van Walraven, C.1    Musselman, R.2
  • 14
    • 84901332483 scopus 로고    scopus 로고
    • Improving prediction of surgical site infection risk with multilevel modeling
    • 14 Saunders, L., Perennec-Olivier, M., Jarno, P., et al. Improving prediction of surgical site infection risk with multilevel modeling. PLoS One, 9, 2014, e95295.
    • (2014) PLoS One , vol.9 , pp. e95295
    • Saunders, L.1    Perennec-Olivier, M.2    Jarno, P.3
  • 15
    • 0026936586 scopus 로고
    • CDC definitions of nosocomial surgical site infections, 1992: a modification of CDC definitions of surgical wound infections
    • 15 Horan, T.C., Gaynes, R.P., Martone, W.J., Jarvis, W.R., CDC definitions of nosocomial surgical site infections, 1992: a modification of CDC definitions of surgical wound infections. Infect Control Hosp Epidemiol 13 (1992), 606–608.
    • (1992) Infect Control Hosp Epidemiol , vol.13 , pp. 606-608
    • Horan, T.C.1    Gaynes, R.P.2    Martone, W.J.3    Jarvis, W.R.4
  • 16
    • 0004255908 scopus 로고    scopus 로고
    • Machine Learning
    • McGraw Hill New York
    • 16 Mitchell, T.M., Machine Learning. 1997, McGraw Hill, New York.
    • (1997)
    • Mitchell, T.M.1
  • 17
    • 0033213971 scopus 로고    scopus 로고
    • Stepwise selection in small data sets: a simulation study of bias in logistic regression analysis
    • 17 Steyerberg, E.W., Eijkemans, M.J.C., Habbema, J.D.F., Stepwise selection in small data sets: a simulation study of bias in logistic regression analysis. J Clin Epidemiol 52 (1999), 935–942.
    • (1999) J Clin Epidemiol , vol.52 , pp. 935-942
    • Steyerberg, E.W.1    Eijkemans, M.J.C.2    Habbema, J.D.F.3
  • 18
    • 0003684449 scopus 로고    scopus 로고
    • The Elements of Statistical Learning
    • 2nd ed. Springer New York
    • 18 Hastie, T., Tibshirani, R., Friedman, J., The Elements of Statistical Learning. 2nd ed., 2009, Springer, New York, 1–282.
    • (2009) , pp. 1-282
    • Hastie, T.1    Tibshirani, R.2    Friedman, J.3
  • 19
    • 0003732572 scopus 로고    scopus 로고
    • Regression Modeling Strategies: with Application to Linear Models, Logistic Regression, and Survival Analysis
    • Springer-Verlag New York
    • 19 Harrell, F., Regression Modeling Strategies: with Application to Linear Models, Logistic Regression, and Survival Analysis. 2001, Springer-Verlag, New York.
    • (2001)
    • Harrell, F.1
  • 20
    • 84872222809 scopus 로고    scopus 로고
    • Pneumonia identification using statistical feature selection
    • 20 Bejan, C.A., Xia, F., Vanderwende, L., et al. Pneumonia identification using statistical feature selection. J Am Med Inform Assoc 19 (2012), 817–823.
    • (2012) J Am Med Inform Assoc , vol.19 , pp. 817-823
    • Bejan, C.A.1    Xia, F.2    Vanderwende, L.3
  • 21
    • 33744961676 scopus 로고    scopus 로고
    • Applications of machine learning in cancer prediction and prognosis
    • 21 Cruz, J.A., Wishart, D.S., Applications of machine learning in cancer prediction and prognosis. Cancer Inform 2 (2006), 59–77.
    • (2006) Cancer Inform , vol.2 , pp. 59-77
    • Cruz, J.A.1    Wishart, D.S.2
  • 22
    • 84883746688 scopus 로고    scopus 로고
    • Machine learning and genome annotation: a match meant to be?
    • 22 Yip, K.Y., Cheng, C., Gerstein, M., Machine learning and genome annotation: a match meant to be?. Genome Biol, 14, 2013, 205.
    • (2013) Genome Biol , vol.14 , pp. 205
    • Yip, K.Y.1    Cheng, C.2    Gerstein, M.3
  • 23
    • 84876912602 scopus 로고    scopus 로고
    • A comparative assessment of surgeons' tracking methods for surgical site infections
    • 23 van Ramshorst, G.H., Vos, M.C., den Hartog, D., et al. A comparative assessment of surgeons' tracking methods for surgical site infections. Surg Infect (Larchmt) 14 (2013), 181–187.
    • (2013) Surg Infect (Larchmt) , vol.14 , pp. 181-187
    • van Ramshorst, G.H.1    Vos, M.C.2    den Hartog, D.3
  • 24
    • 84991225774 scopus 로고    scopus 로고
    • Wound failure in laparotomy: new insights [dissertation]
    • Erasmus University Rotterdam Available at: Accessed November 30, 2015
    • 24 van Ramshorst, G.H., Wound failure in laparotomy: new insights [dissertation]. 2014, Erasmus University Rotterdam Available at: http://repub.eur.nl/pub/50266/ Accessed November 30, 2015.
    • (2014)
    • van Ramshorst, G.H.1
  • 25
    • 80053167904 scopus 로고    scopus 로고
    • Identification of risk factors by systematic review and development of risk-adjusted models for surgical site infection
    • iii–iv
    • 25 Gibbons, C., Bruce, J., Carpenter, J., et al. Identification of risk factors by systematic review and development of risk-adjusted models for surgical site infection. Health Technol Assess 15 (2011), 1–156 iii–iv.
    • (2011) Health Technol Assess , vol.15 , pp. 1-156
    • Gibbons, C.1    Bruce, J.2    Carpenter, J.3
  • 26
    • 84893676653 scopus 로고    scopus 로고
    • Post-discharge surgical site infections after uncomplicated elective colorectal surgery: impact and risk factors. The experience of the VINCat Program
    • 26 Limón, E., Shaw, E., Badia, J.M., et al. Post-discharge surgical site infections after uncomplicated elective colorectal surgery: impact and risk factors. The experience of the VINCat Program. J Hosp Infect 86 (2014), 127–132.
    • (2014) J Hosp Infect , vol.86 , pp. 127-132
    • Limón, E.1    Shaw, E.2    Badia, J.M.3
  • 27
    • 79960300637 scopus 로고    scopus 로고
    • Feature engineering and classifier ensemble for KDD cup 2010
    • 27 Yu, H., Lo, H., Hsieh, H., Feature engineering and classifier ensemble for KDD cup 2010. J Mach Learn Res 1 (2010), 1–12.
    • (2010) J Mach Learn Res , vol.1 , pp. 1-12
    • Yu, H.1    Lo, H.2    Hsieh, H.3
  • 29
    • 3843106208 scopus 로고    scopus 로고
    • An empirical study of the Naïve Bayes classifier. IJCAI 2001 Work
    • 29 Rish, I., An empirical study of the Naïve Bayes classifier. IJCAI 2001 Work. Empir Methods Artif Intell 22230 (2001), 41–46.
    • (2001) Empir Methods Artif Intell , vol.22230 , pp. 41-46
    • Rish, I.1
  • 30
    • 0031381525 scopus 로고    scopus 로고
    • Wrappers for feature subset selection
    • 30 Kohavi, R., John, G., Wrappers for feature subset selection. Artif Intell 97 (1997), 273–324.
    • (1997) Artif Intell , vol.97 , pp. 273-324
    • Kohavi, R.1    John, G.2
  • 31
    • 0004257992 scopus 로고
    • Information Theory and Statistics
    • Wiley New York
    • 31 Kullback, S., Information Theory and Statistics. 1959, Wiley, New York.
    • (1959)
    • Kullback, S.1
  • 32
    • 21544482602 scopus 로고    scopus 로고
    • Guideline for prevention of surgical site infection, 1999. Hospital Infection Control Practices Advisory Committee
    • quiz 279–280
    • 32 Mangram, A.J., Horan, T.C., Pearson, M.L., et al. Guideline for prevention of surgical site infection, 1999. Hospital Infection Control Practices Advisory Committee. Infect Control Hosp Epidemiol 20 (1999), 250–278 quiz 279–280.
    • (1999) Infect Control Hosp Epidemiol , vol.20 , pp. 250-278
    • Mangram, A.J.1    Horan, T.C.2    Pearson, M.L.3
  • 36
    • 77953534343 scopus 로고    scopus 로고
    • Discharge after discharge: predicting surgical site infections after patients leave hospital
    • 36 Daneman, N., Lu, H., Redelmeier, D.A., Discharge after discharge: predicting surgical site infections after patients leave hospital. J Hosp Infect 75 (2010), 188–194.
    • (2010) J Hosp Infect , vol.75 , pp. 188-194
    • Daneman, N.1    Lu, H.2    Redelmeier, D.A.3
  • 37
    • 84901832189 scopus 로고    scopus 로고
    • Readmission after delayed diagnosis of surgical site infection: a focus on prevention using the American College of Surgeons National Surgical Quality Improvement Program
    • 37 Gibson, A., Tevis, S., Kennedy, G., Readmission after delayed diagnosis of surgical site infection: a focus on prevention using the American College of Surgeons National Surgical Quality Improvement Program. Am J Surg 207 (2014), 832–839.
    • (2014) Am J Surg , vol.207 , pp. 832-839
    • Gibson, A.1    Tevis, S.2    Kennedy, G.3
  • 38
    • 84869475736 scopus 로고    scopus 로고
    • Association of postdischarge complications with reoperation and mortality in general surgery
    • 38 Kazaure, H.S., Roman, S.A., Sosa, J.A., Association of postdischarge complications with reoperation and mortality in general surgery. Arch Surg 147 (2012), 1000–1007.
    • (2012) Arch Surg , vol.147 , pp. 1000-1007
    • Kazaure, H.S.1    Roman, S.A.2    Sosa, J.A.3
  • 39
    • 13644249838 scopus 로고    scopus 로고
    • Use of antimicrobial prophylaxis for major surgery: baseline results from the National Surgical Infection Prevention Project
    • 39 Bratzler, D.W., Houck, P.M., Richards, C., et al. Use of antimicrobial prophylaxis for major surgery: baseline results from the National Surgical Infection Prevention Project. Arch Surg 140 (2005), 174–182.
    • (2005) Arch Surg , vol.140 , pp. 174-182
    • Bratzler, D.W.1    Houck, P.M.2    Richards, C.3
  • 40
    • 77949278716 scopus 로고    scopus 로고
    • Validity of diagnosis of superficial infection of laparotomy wounds using digital photography: inter-and intra-observer agreement among surgeons
    • 40 van Ramshorst, G., Vrijland, W., Validity of diagnosis of superficial infection of laparotomy wounds using digital photography: inter-and intra-observer agreement among surgeons. Wounds 22 (2010), 38–43.
    • (2010) Wounds , vol.22 , pp. 38-43
    • van Ramshorst, G.1    Vrijland, W.2
  • 41
    • 84906219560 scopus 로고    scopus 로고
    • Can we define surgical site infection accurately in colorectal surgery?
    • 41 Hedrick, T.L., Sawyer, R.G., Hennessy, S.A., et al. Can we define surgical site infection accurately in colorectal surgery?. Surg Infect (Larchmt) 15 (2014), 372–376.
    • (2014) Surg Infect (Larchmt) , vol.15 , pp. 372-376
    • Hedrick, T.L.1    Sawyer, R.G.2    Hennessy, S.A.3
  • 42
    • 0034769123 scopus 로고    scopus 로고
    • The quality of measurement of surgical wound infection as the basis for monitoring: a systematic review
    • 42 Bruce, J., Russell, E.M., Mollison, J., Krukowski, Z.H., The quality of measurement of surgical wound infection as the basis for monitoring: a systematic review. J Hosp Infect 49 (2001), 99–108.
    • (2001) J Hosp Infect , vol.49 , pp. 99-108
    • Bruce, J.1    Russell, E.M.2    Mollison, J.3    Krukowski, Z.H.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.