메뉴 건너뛰기




Volumn 24, Issue 1, 2016, Pages 181-188

Rapid identification of slow healing wounds

Author keywords

data mining; predictive model; prognostic model; statistics; wound healing

Indexed keywords

ADOLESCENT; ADULT; AGED; AREA UNDER THE CURVE; ARTICLE; CHILD; CHRONIC WOUND; CLINICAL PRACTICE; DECUBITUS; DEMOGRAPHY; DIABETIC FOOT; ELECTRONIC MEDICAL RECORD; FEMALE; HUMAN; LEG ULCER; MAJOR CLINICAL STUDY; MALE; OUTPATIENT DEPARTMENT; PREDICTION; PREVALENCE; PRIORITY JOURNAL; PROGNOSIS; ULCER; WOUND ASSESSMENT; WOUND CARE; WOUND HEALING IMPAIRMENT; CHRONIC DISEASE; CONTROLLED STUDY; DISEASE MANAGEMENT; EARLY DIAGNOSIS; EARLY INTERVENTION; INFANT; MACHINE LEARNING; MIDDLE AGED; NEWBORN; PRESCHOOL CHILD; PROCEDURES; RANDOMIZED CONTROLLED TRIAL; REPRODUCIBILITY; RETROSPECTIVE STUDY; RISK ASSESSMENT; STATISTICAL MODEL; THEORETICAL MODEL; TIME FACTOR; VERY ELDERLY; WOUND HEALING; WOUNDS AND INJURIES; YOUNG ADULT;

EID: 84959449181     PISSN: 10671927     EISSN: 1524475X     Source Type: Journal    
DOI: 10.1111/wrr.12384     Document Type: Article
Times cited : (70)

References (32)
  • 2
    • 84855897938 scopus 로고    scopus 로고
    • Wound care outcomes and associated cost among patients treated in US outpatient wound centers: Data from the US wound registry
    • Fife CE, Carter MJ, Walker D, Thomson B., Wound care outcomes and associated cost among patients treated in US outpatient wound centers: data from the US wound registry. Wounds 2012; 24: 10-7.
    • (2012) Wounds , vol.24 , pp. 10-17
    • Fife, C.E.1    Carter, M.J.2    Walker, D.3    Thomson, B.4
  • 3
    • 77956255396 scopus 로고    scopus 로고
    • The costs of diabetic foot: The economic case for the limb salvage team
    • Driver VR, Fabbi M, Lavery LA, Gibbons G., The costs of diabetic foot: the economic case for the limb salvage team. J Vasc Surg 2010; 52: 17S-22S.
    • (2010) J Vasc Surg , vol.52 , pp. 17S-22S
    • Driver, V.R.1    Fabbi, M.2    Lavery, L.A.3    Gibbons, G.4
  • 4
  • 5
  • 6
    • 53749087285 scopus 로고    scopus 로고
    • New opportunities to improve pressure ulcer prevention and treatment: Implications of the CMS inpatient hospital care present on admission indicators/hospital-acquired conditions policy: A consensus paper from the International Expert
    • Armstrong DG, Ayello EA, Capitulo KL, Fowler E, Krasner DL, Levine JM, et al., New opportunities to improve pressure ulcer prevention and treatment: implications of the CMS inpatient hospital care present on admission indicators/hospital-acquired conditions policy: a consensus paper from the International Expert Wound Care Advisory Panel. Adv Skin Wound Care 2008; 21: 469-78.
    • (2008) Wound Care Advisory Panel. Adv Skin Wound Care , vol.21 , pp. 469-478
    • Armstrong, D.G.1    Ayello, E.A.2    Capitulo, K.L.3    Fowler, E.4    Krasner, D.L.5    Levine, J.M.6
  • 8
    • 33645969275 scopus 로고    scopus 로고
    • The impact of warming on pain and wound healing after hernia surgery: A preliminary study
    • Melling AC, Leaper DJ., The impact of warming on pain and wound healing after hernia surgery: a preliminary study. J Wound Care 2006; 15: 104-8.
    • (2006) J Wound Care , vol.15 , pp. 104-108
    • Melling, A.C.1    Leaper, D.J.2
  • 10
    • 44949202753 scopus 로고    scopus 로고
    • Clinical outcome of diabetic foot ulcers treated with negative pressure wound therapy and the transition from acute care to home care
    • Wu SC, Armstrong DG., Clinical outcome of diabetic foot ulcers treated with negative pressure wound therapy and the transition from acute care to home care. Int Wound J 2008; 5: 10-6.
    • (2008) Int Wound J , vol.5 , pp. 10-16
    • Wu, S.C.1    Armstrong, D.G.2
  • 11
    • 0344305528 scopus 로고    scopus 로고
    • Diabetic neuropathic foot ulcers: Predicting which ones will not heal
    • Margolis DJ, Allen-Taylor L, Hoffstad O, Berlin JA., Diabetic neuropathic foot ulcers: predicting which ones will not heal. Am J Med 2003; 115: 627-31.
    • (2003) Am J Med , vol.115 , pp. 627-631
    • Margolis, D.J.1    Allen-Taylor, L.2    Hoffstad, O.3    Berlin, J.A.4
  • 13
    • 38349149482 scopus 로고    scopus 로고
    • Early healing rates and wound area measurements are reliable predictors of later complete wound closure
    • Cardinal M, Eisenbud DE, Phillips T, Harding K., Early healing rates and wound area measurements are reliable predictors of later complete wound closure. Wound Repair Regen 2008; 16: 19-22.
    • (2008) Wound Repair Regen , vol.16 , pp. 19-22
    • Cardinal, M.1    Eisenbud, D.E.2    Phillips, T.3    Harding, K.4
  • 14
    • 84941742187 scopus 로고    scopus 로고
    • Predicting complex acute wound healing in patients from a wound expertise centre registry: A prognostic study
    • Ubbink DT, Lindeboom R, Eskes AM, Brull H, Legemate DA, Vermeulen H., Predicting complex acute wound healing in patients from a wound expertise centre registry: a prognostic study. Int Wound J 2015; 12: 531-6.
    • (2015) Int Wound J , vol.12 , pp. 531-536
    • Ubbink, D.T.1    Lindeboom, R.2    Eskes, A.M.3    Brull, H.4    Legemate, D.A.5    Vermeulen, H.6
  • 15
    • 0032429811 scopus 로고    scopus 로고
    • Efficacy and prognostic value of simple wound measurements
    • Kantor J, Margolis DJ., Efficacy and prognostic value of simple wound measurements. Arch Dermatol 1998; 134: 1571-4.
    • (1998) Arch Dermatol , vol.134 , pp. 1571-1574
    • Kantor, J.1    Margolis, D.J.2
  • 16
    • 58449125450 scopus 로고    scopus 로고
    • Aging influences wound healing in patients with chronic lower extremity wounds treated in a specialized Wound Care Center
    • Wicke C, Bachinger A, Coerper S, Beckert S, Witte MB, Konigsrainer A., Aging influences wound healing in patients with chronic lower extremity wounds treated in a specialized Wound Care Center. Wound Repair Regen 2009; 17: 25-33.
    • (2009) Wound Repair Regen , vol.17 , pp. 25-33
    • Wicke, C.1    Bachinger, A.2    Coerper, S.3    Beckert, S.4    Witte, M.B.5    Konigsrainer, A.6
  • 17
    • 77949907384 scopus 로고    scopus 로고
    • Estimating the applicability of wound care randomized controlled trials to general wound-care populations by estimating the percentage of individuals excluded from a typical wound-care population in such trials
    • Carter MJ, Fife CE, Walker D, Thomson B., Estimating the applicability of wound care randomized controlled trials to general wound-care populations by estimating the percentage of individuals excluded from a typical wound-care population in such trials. Adv Skin Wound Care 2009; 22: 316-24.
    • (2009) Adv Skin Wound Care , vol.22 , pp. 316-324
    • Carter, M.J.1    Fife, C.E.2    Walker, D.3    Thomson, B.4
  • 18
    • 65949124695 scopus 로고    scopus 로고
    • Evaluation of the use of prognostic information for the care of individuals with venous leg ulcers or diabetic neuropathic foot ulcers
    • Kurd SK, Hoffstad OJ, Bilker WB, Margolis DJ., Evaluation of the use of prognostic information for the care of individuals with venous leg ulcers or diabetic neuropathic foot ulcers. Wound Repair Regen 2009; 17: 318-25.
    • (2009) Wound Repair Regen , vol.17 , pp. 318-325
    • Kurd, S.K.1    Hoffstad, O.J.2    Bilker, W.B.3    Margolis, D.J.4
  • 19
    • 0026409568 scopus 로고
    • The APACHE III prognostic system. Risk prediction of hospital mortality for critically ill hospitalized adults
    • Knaus WA, Wagner DP, Draper EA, Zimmerman JE, Bergner M, Bastos PG, et al., The APACHE III prognostic system. Risk prediction of hospital mortality for critically ill hospitalized adults. Chest 1991; 100: 1619-36.
    • (1991) Chest , vol.100 , pp. 1619-1636
    • Knaus, W.A.1    Wagner, D.P.2    Draper, E.A.3    Zimmerman, J.E.4    Bergner, M.5    Bastos, P.G.6
  • 20
    • 65749118363 scopus 로고    scopus 로고
    • Graphical models, exponential families, and variational inference
    • Jordan MI, Wainwright MJ., Graphical models, exponential families, and variational inference. Found Trend Mach Learn 2007; 1: 1-305.
    • (2007) Found Trend Mach Learn , vol.1 , pp. 1-305
    • Jordan, M.I.1    Wainwright, M.J.2
  • 21
    • 77950537175 scopus 로고    scopus 로고
    • Regularization paths for generalized linear models via coordinate descent
    • Friedman J, Hastie T, Tibshirani R., Regularization paths for generalized linear models via coordinate descent. J Stat Softw 2010; 33: 1-22.
    • (2010) J Stat Softw , vol.33 , pp. 1-22
    • Friedman, J.1    Hastie, T.2    Tibshirani, R.3
  • 22
    • 0345040873 scopus 로고    scopus 로고
    • Classification and regression by randomForest
    • Liaw A, Wiener M., Classification and regression by randomForest. R News 2002; 2: 18-22.
    • (2002) R News , vol.2 , pp. 18-22
    • Liaw, A.1    Wiener, M.2
  • 24
    • 0036238130 scopus 로고    scopus 로고
    • Statistical characteristics of area under the receiver operating characteristic curve for a simple prognostic model using traditional and bootstrapped approaches
    • Margolis DJ, Bilker W, Boston R, Localio R, Berlin JA., Statistical characteristics of area under the receiver operating characteristic curve for a simple prognostic model using traditional and bootstrapped approaches. J Clin Epidemiol 2002; 55: 518-24.
    • (2002) J Clin Epidemiol , vol.55 , pp. 518-524
    • Margolis, D.J.1    Bilker, W.2    Boston, R.3    Localio, R.4    Berlin, J.A.5
  • 25
    • 0003010182 scopus 로고
    • Verification of forecasts expressed in terms of probability
    • Brier GW., Verification of forecasts expressed in terms of probability. Monthly Weather Rev 1950; 78: 1-3.
    • (1950) Monthly Weather Rev , vol.78 , pp. 1-3
    • Brier, G.W.1
  • 26
    • 33847109797 scopus 로고    scopus 로고
    • Use and misuse of the receiver operating characteristic curve in risk prediction
    • Cook NR., Use and misuse of the receiver operating characteristic curve in risk prediction. Circulation 2007; 115: 928-35.
    • (2007) Circulation , vol.115 , pp. 928-935
    • Cook, N.R.1
  • 27
    • 38749137358 scopus 로고    scopus 로고
    • Statistical evaluation of prognostic versus diagnostic models: Beyond the ROC curve
    • Cook NR., Statistical evaluation of prognostic versus diagnostic models: beyond the ROC curve. Clin Chem 2008; 54: 17-23.
    • (2008) Clin Chem , vol.54 , pp. 17-23
    • Cook, N.R.1
  • 28
    • 0035470889 scopus 로고    scopus 로고
    • Greedy function approximation: A gradient boosting machine
    • Friedman JH., Greedy function approximation: a gradient boosting machine. Ann Stat 2001; 29: 1189-232.
    • (2001) Ann Stat , vol.29 , pp. 1189-1232
    • Friedman, J.H.1
  • 29
    • 0035860537 scopus 로고    scopus 로고
    • Machine learning for science: State of the art and future prospects
    • Mjolsness E, DeCoste D., Machine learning for science: state of the art and future prospects. Science 2001; 293: 2051-5.
    • (2001) Science , vol.293 , pp. 2051-2055
    • Mjolsness, E.1    DeCoste, D.2
  • 30
    • 84901259802 scopus 로고    scopus 로고
    • Developing predictive models using electronic medical records: Challenges and pitfalls
    • Paxton C, Niculescu-Mizil A, Saria S., Developing predictive models using electronic medical records: challenges and pitfalls. AMIA Annu Symp Proc 2013; 2013: 1109-15.
    • (2013) AMIA Annu Symp Proc , vol.2013 , pp. 1109-1115
    • Paxton, C.1    Niculescu-Mizil, A.2    Saria, S.3
  • 31
    • 84871682979 scopus 로고    scopus 로고
    • A glimpse of the next 100 years in medicine
    • Kohane IS, Drazen JM, Campion EW., A glimpse of the next 100 years in medicine. N Engl J Med 2012; 367: 2538-9.
    • (2012) N Engl J Med , vol.367 , pp. 2538-2539
    • Kohane, I.S.1    Drazen, J.M.2    Campion, E.W.3
  • 32
    • 84901794133 scopus 로고    scopus 로고
    • Learning from big health care data
    • Schneeweiss S., Learning from big health care data. N Engl J Med 2014; 370: 2161-3.
    • (2014) N Engl J Med , vol.370 , pp. 2161-2163
    • Schneeweiss, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.