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Volumn , Issue , 2012, Pages 18-25

NLP-derived information improves the estimates of risk of disease compared to estimates based on manually extracted data alone

Author keywords

[No Author keywords available]

Indexed keywords

CLINICAL RESEARCH; INFERENCE METHODS; LOW POWER; MAXIMUM LIKELIHOOD METHODS; NATURAL LANGUAGE PROCESSING; SENSITIVITY AND SPECIFICITY; UNBIASED ESTIMATES;

EID: 84874224276     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.5167/uzh-64476     Document Type: Conference Paper
Times cited : (3)

References (25)
  • 1
    • 63749095089 scopus 로고    scopus 로고
    • Treating words as data with error: Uncertainty in text statements of policy positions
    • Benoit K, Laver M, Mikhaylov S. 2009. Treating words as data with error: Uncertainty in text statements of policy positions. American Journal of Political Science, 53(2): 495-513.
    • (2009) American Journal of Political Science , vol.53 , Issue.2 , pp. 495-513
    • Benoit, K.1    Laver, M.2    Mikhaylov, S.3
  • 2
    • 27744460912 scopus 로고    scopus 로고
    • On the effect of misclassification on bias of perfectly measured covariates in regression
    • Buonaccorsi JP, Laake P, Veirød M. 2005. On the effect of misclassification on bias of perfectly measured covariates in regression. Biometrics, 61: 831-36.
    • (2005) Biometrics , vol.61 , pp. 831-836
    • Buonaccorsi, J.P.1    Laake, P.2    Veirød, M.3
  • 6
    • 0001506817 scopus 로고
    • Approximate quasilikelihood estimation in models with surrogate predictors
    • Carroll RJ, Stefanski LA. 1990. Approximate quasilikelihood estimation in models with surrogate predictors. JASA, 85: 652-63.
    • (1990) JASA , vol.85 , pp. 652-663
    • Carroll, R.J.1    Stefanski, L.A.2
  • 7
    • 80052758020 scopus 로고    scopus 로고
    • Vital signs: Current cigarette smoking among adults aged greater than or equal to 18 years - United states, 2005-2010
    • Centers for Disease Control and Prevention w
    • Centers for Disease Control and Prevention. 2011. Vital signs: Current cigarette smoking among adults aged greater than or equal to 18 years - United States, 2005-2010. Morbidity and Mortality Weekly Report, 60(33): 1207-12. http://www.cdc.gov/mmwr/preview/mmwrhtml/mm6035a5.htm?s-cid=%20mm6035a5.htm w.
    • (2011) Morbidity and Mortality Weekly Report , vol.60 , Issue.33 , pp. 1207-1212
  • 8
    • 84950936262 scopus 로고
    • Simulation-extrapolation estimation in parametric measurement error models
    • Cook JR, Stefanski LA. 1994. Simulation-extrapolation estimation in parametric measurement error models. JASA, 89: 1314-28.
    • (1994) JASA , vol.89 , pp. 1314-1328
    • Cook, J.R.1    Stefanski, L.A.2
  • 9
    • 77955291008 scopus 로고    scopus 로고
    • CaTIES: A grid based system for coding and retrieval of surgical pathology reports and tissue specimens in support of translational research
    • Crowley RS, Castine M, Mitchell K, Chavan G, McSherry T, Feldman M. 2010. caTIES: A grid based system for coding and retrieval of surgical pathology reports and tissue specimens in support of translational research. J Am Med Inform Assoc, 17(3): 253-64.
    • (2010) J Am Med Inform Assoc , vol.17 , Issue.3 , pp. 253-264
    • Crowley, R.S.1    Castine, M.2    Mitchell, K.3    Chavan, G.4    McSherry, T.5    Feldman, M.6
  • 10
    • 0043280953 scopus 로고
    • Improvements of the naïve approach to estimation in non-linear errors-in-variables regression models
    • Fuller WA Brown PJ, editor American Mathematics Society, Providence
    • Gleser LJ. 1990. Improvements of the naïve approach to estimation in non-linear errors-in-variables regression models. In Fuller WA Brown PJ, editor, Statistical analysis of measurement error models and application. American Mathematics Society, Providence.
    • (1990) Statistical Analysis of Measurement Error Models and Application
    • Gleser, L.J.1
  • 13
    • 73649109957 scopus 로고    scopus 로고
    • Extracting systematic social science meaning from text
    • Hopkins D, King G. 2010. Extracting systematic social science meaning from text. American Journal of Political Science, 54(1): 229-47.
    • (2010) American Journal of Political Science , vol.54 , Issue.1 , pp. 229-247
    • Hopkins, D.1    King, G.2
  • 14
    • 33645058874 scopus 로고    scopus 로고
    • A general method for dealing with misclassification in regression: The misclassification SIMEX
    • Kuchenhoff H, Mwalili SM, Lesaffre E. 2006. A general method for dealing with misclassification in regression: the misclassification SIMEX. Biometrics, 62(1): 85-96.
    • (2006) Biometrics , vol.62 , Issue.1 , pp. 85-96
    • Kuchenhoff, H.1    Mwalili, S.M.2    Lesaffre, E.3
  • 16
    • 84874235639 scopus 로고    scopus 로고
    • National Cancer Institute, National Institutes of Health reviewed 2011 Jan 12; cited 2012 Mar 14
    • National Cancer Institute, National Institutes of Health. 2012. Factsheet: Harms of smoking and health benefits of quitting. http://www.cancer.gov/cancertopics/factsheet/Tobacco/cessation, [reviewed 2011 Jan 12; cited 2012 Mar 14].
    • (2012) Factsheet: Harms of Smoking and Health Benefits of Quitting
  • 18
    • 0036945542 scopus 로고    scopus 로고
    • MIMIC II: A massive temporal ICU patient database to support research in intelligent patient monitoring
    • Saeed M, Lieu C, Raber G, Mark RG. 2002. MIMIC II: A massive temporal ICU patient database to support research in intelligent patient monitoring. Comput Cardiol, 29: 641-44. http://mimic.physionet.org/.
    • (2002) Comput Cardiol , vol.29 , pp. 641-644
    • Saeed, M.1    Lieu, C.2    Raber, G.3    Mark, R.G.4
  • 19
    • 79953776666 scopus 로고    scopus 로고
    • Mayo clinic smoking status classification system: Extensions and improvements
    • Sohn S, Savova GK. 2009. Mayo clinic smoking status classification system: extensions and improvements. AMIA Annu Symp Proc, 15(1): 619-23.
    • (2009) AMIA Annu Symp Proc , vol.15 , Issue.1 , pp. 619-623
    • Sohn, S.1    Savova, G.K.2
  • 20
    • 21844488789 scopus 로고
    • Instrumental variable estimation in binary regression measurement error models
    • Stefanski LA, Buzas JS. 1995. Instrumental variable estimation in binary regression measurement error models. JASA, 90: 541-50.
    • (1995) JASA , vol.90 , pp. 541-550
    • Stefanski, L.A.1    Buzas, J.S.2
  • 21
    • 0000467314 scopus 로고
    • Conditional scores and optimal scores in generalized linear measurement error models
    • Stefanski LA, Carroll RJ. 1987. Conditional scores and optimal scores in generalized linear measurement error models. Biometrika, 74: 703-16.
    • (1987) Biometrika , vol.74 , pp. 703-716
    • Stefanski, L.A.1    Carroll, R.J.2
  • 22
    • 34548516061 scopus 로고    scopus 로고
    • Identifying patient smoking status from medical discharge records
    • Uzuner O, Goldstein I, Luo Y, Kohane I. 2008. Identifying patient smoking status from medical discharge records. J Am Med Inform Assoc, 15(1): 14-24.
    • (2008) J Am Med Inform Assoc , vol.15 , Issue.1 , pp. 14-24
    • Uzuner, O.1    Goldstein, I.2    Luo, Y.3    Kohane, I.4
  • 23
    • 65349157361 scopus 로고    scopus 로고
    • Active computerized pharmacovigilance using natural language processing, statistics, and electronic health records: A feasibility study
    • Wang X, Hripcsak G, Markatou M, Friedman C. 2009. Active computerized pharmacovigilance using natural language processing, statistics, and electronic health records: a feasibility study. J Am Med Inform Assoc, 16(3): 328-37.
    • (2009) J Am Med Inform Assoc , vol.16 , Issue.3 , pp. 328-337
    • Wang, X.1    Hripcsak, G.2    Markatou, M.3    Friedman, C.4
  • 24
    • 0037634427 scopus 로고    scopus 로고
    • The role of domain knowledge in automating medical text report classification
    • Wilcox AB, Hripcsak G. 2003. The role of domain knowledge in automating medical text report classification. J Am Med Inform Assoc, 10(4): 330-38.
    • (2003) J Am Med Inform Assoc , vol.10 , Issue.4 , pp. 330-338
    • Wilcox, A.B.1    Hripcsak, G.2
  • 25
    • 84960989652 scopus 로고
    • On estimating the relation between blood group and disease
    • Woolf B. 1955. On estimating the relation between blood group and disease. Ann Hum Genet, 19: 251-3.
    • (1955) Ann Hum Genet , vol.19 , pp. 251-253
    • Woolf, B.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.