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Volumn 19, Issue 2, 2012, Pages 225-234

Importance of multi-modal approaches to effectively identify cataract cases from electronic health records

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; ALGORITHM; ARTICLE; CATARACT; CATARACT EXTRACTION; CONTROLLED STUDY; DATA MINING; DIAGNOSTIC ACCURACY; DISEASE COURSE; ELECTRONIC MEDICAL RECORD; HUMAN; MAJOR CLINICAL STUDY; NATURAL LANGUAGE PROCESSING; PHENOTYPE; PREDICTIVE VALUE; SENSITIVITY AND SPECIFICITY; VALIDATION PROCESS;

EID: 84863123646     PISSN: 10675027     EISSN: 1527974X     Source Type: Journal    
DOI: 10.1136/amiajnl-2011-000456     Document Type: Article
Times cited : (106)

References (42)
  • 1
    • 84863170086 scopus 로고    scopus 로고
    • Electronic Medical Records and Genomics (eMERGE) Network. (accessed 21 Jul 2010)
    • Electronic Medical Records and Genomics (eMERGE) Network. http://www.gwas.org/(accessed 21 Jul 2010).
  • 2
    • 65549130531 scopus 로고    scopus 로고
    • Collaborative genome-wide association studies of diverse diseases: programs of the NHGRI's office of population genomics
    • Manolio TA. Collaborative genome-wide association studies of diverse diseases: programs of the NHGRI's office of population genomics. Pharmacogenomics 2009;10:235-41.
    • (2009) Pharmacogenomics , vol.10 , pp. 235-241
    • Manolio, T.A.1
  • 4
    • 79251581866 scopus 로고    scopus 로고
    • eMERGE Team. The eMERGE network: a consortium of biorepositories linked to electronic medical records data for conducting genomic studies
    • McCarty CA, Chisholm RL, Chute CG, et al. eMERGE Team. The eMERGE network: a consortium of biorepositories linked to electronic medical records data for conducting genomic studies. BMC Med Genomics 2011;4:13.
    • (2011) BMC Med Genomics , vol.4 , pp. 13
    • McCarty, C.A.1    Chisholm, R.L.2    Chute, C.G.3
  • 5
    • 79951811383 scopus 로고    scopus 로고
    • The emerging role of electronic medical records in pharmacogenomics
    • Wilke RA, Xu H, Denny JC, et al. The emerging role of electronic medical records in pharmacogenomics. Clin Pharmacol Ther 2011;89:378-86.
    • (2011) Clin Pharmacol Ther , vol.89 , pp. 378-386
    • Wilke, R.A.1    Xu, H.2    Denny, J.C.3
  • 6
  • 7
    • 17544402653 scopus 로고    scopus 로고
    • Modeling and dissection of longitudinal blood pressure and hypertension phenotypes in genetic epidemiological studies
    • Bickeböller H, Barrett JH, Jacobs KB, et al. Modeling and dissection of longitudinal blood pressure and hypertension phenotypes in genetic epidemiological studies. Genet Epidemiol 2003;25(Suppl 1):S72-7.
    • (2003) Genet Epidemiol , vol.25 , Issue.SUPPL. 1
    • Bickeböller, H.1    Barrett, J.H.2    Jacobs, K.B.3
  • 8
    • 19944424126 scopus 로고    scopus 로고
    • Defining the phenotype in human genetic studies: forward genetics and reverse phenotyping
    • Schulze TG, McMahon FJ. Defining the phenotype in human genetic studies: forward genetics and reverse phenotyping. Hum Hered 2004;58:131-8.
    • (2004) Hum Hered , vol.58 , pp. 131-138
    • Schulze, T.G.1    McMahon, F.J.2
  • 9
    • 79955035027 scopus 로고    scopus 로고
    • Electronic medical records for genetic research: results of the eMERGE consortium
    • Kho AN, Pacheco JA, Peissig PL, et al. Electronic medical records for genetic research: results of the eMERGE consortium. Sci Transl Med 2011;3:79re1.
    • (2011) Sci Transl Med , vol.3
    • Kho, A.N.1    Pacheco, J.A.2    Peissig, P.L.3
  • 10
    • 0038016427 scopus 로고    scopus 로고
    • The incidence and progression of cataract in the Melbourne Visual Impairment Project
    • McCarty CA, Mukesh BN, Dimitrov PN, et al. The incidence and progression of cataract in the Melbourne Visual Impairment Project. Am J Ophthalmol 2003;136:10-17.
    • (2003) Am J Ophthalmol , vol.136 , pp. 10-17
    • McCarty, C.A.1    Mukesh, B.N.2    Dimitrov, P.N.3
  • 12
    • 1842530296 scopus 로고    scopus 로고
    • Eye Diseases Prevalence Research Group. Causes and prevalence of visual impairment among adults in the United States
    • Congdon N, O'Colmain B, Klaver CC, et al. Eye Diseases Prevalence Research Group. Causes and prevalence of visual impairment among adults in the United States. Arch Ophthalmol 2004;122:477-85.
    • (2004) Arch Ophthalmol , vol.122 , pp. 477-485
    • Congdon, N.1    O'Colmain, B.2    Klaver, C.C.3
  • 13
    • 0036272798 scopus 로고    scopus 로고
    • Use of eye care and associated charges among the Medicare population: 1991-19
    • Ellwein LB, Urato CJ. Use of eye care and associated charges among the Medicare population: 1991-19 Arch Ophthalmol 2002;120:804-11.
    • (2002) Arch Ophthalmol , vol.120 , pp. 804-811
    • Ellwein, L.B.1    Urato, C.J.2
  • 14
    • 1842425722 scopus 로고    scopus 로고
    • Eye Diseases Prevalence Research Group. Prevalence of cataract and pseudophakia/aphakia among adults in the United States
    • Congdon N, Vingerling JR, Klein BE, et al. Eye Diseases Prevalence Research Group. Prevalence of cataract and pseudophakia/aphakia among adults in the United States. Arch Ophthalmol 2004;122:487-94.
    • (2004) Arch Ophthalmol , vol.122 , pp. 487-494
    • Congdon, N.1    Vingerling, J.R.2    Klein, B.E.3
  • 15
    • 84863557068 scopus 로고    scopus 로고
    • Emergency medicine, disease surveillance, and informatics. Proceedings of the 2005 National Conference on Digital Government Research
    • Govindaraju V. Emergency medicine, disease surveillance, and informatics. Proceedings of the 2005 National Conference on Digital Government Research. Digital Government Society of North America, 2005:167-8.
    • (2005) Digital Government Society of North America , pp. 167-168
    • Govindaraju, V.1
  • 16
    • 4544358317 scopus 로고    scopus 로고
    • Handwriting analysis of pre-hospital care reports
    • Los Alamitos, CA: IEEE Computer Society
    • Milewski R, Govindaraju V. Handwriting analysis of pre-hospital care reports. Proceedings of CBMS. Los Alamitos, CA: IEEE Computer Society, 2004:428-33.
    • (2004) Proceedings of CBMS , pp. 428-433
    • Milewski, R.1    Govindaraju, V.2
  • 17
    • 38449102683 scopus 로고    scopus 로고
    • Correction of medical handwriting OCR based on semantic similarity
    • Yao X, Tino P, Corchado E, et al, eds. Berlin/Heidelberg: Springer-Verlag
    • Piasecki M, Broda B. Correction of medical handwriting OCR based on semantic similarity. In: Yao X, Tino P, Corchado E, et al, eds. Intelligent Data Engineering and Automated Learning - IDEAL 20 Vol. 48 Berlin/Heidelberg: Springer-Verlag, 2007:437-46.
    • (2007) Intelligent Data Engineering and Automated Learning - IDEAL 20 , vol.48 , pp. 437-446
    • Piasecki, M.1    Broda, B.2
  • 18
    • 77950346153 scopus 로고    scopus 로고
    • Pharmacogenomics: the importance of accurate phenotypes
    • Gurwitz D, Pirmohamed M. Pharmacogenomics: the importance of accurate phenotypes. Pharmacogenomics 2010;11:469-70.
    • (2010) Pharmacogenomics , vol.11 , pp. 469-470
    • Gurwitz, D.1    Pirmohamed, M.2
  • 19
    • 78549244038 scopus 로고    scopus 로고
    • Identification of genomic predictors of atrioventricular conduction: using electronic medical records as a tool for genome science
    • Denny JC, Ritchie MD, Crawford DC, et al. Identification of genomic predictors of atrioventricular conduction: using electronic medical records as a tool for genome science. Circulation 2010;122:2016-21.
    • (2010) Circulation , vol.122 , pp. 2016-2021
    • Denny, J.C.1    Ritchie, M.D.2    Crawford, D.C.3
  • 20
    • 33947224159 scopus 로고    scopus 로고
    • Construction of atorvastatin dose-response relationships using data from a large population-based DNA biobank
    • Peissig P, Sirohi E, Berg RL, et al. Construction of atorvastatin dose-response relationships using data from a large population-based DNA biobank. Basic Clin Pharmacol Toxicol 2006;100:286-8.
    • (2006) Basic Clin Pharmacol Toxicol , vol.100 , pp. 286-288
    • Peissig, P.1    Sirohi, E.2    Berg, R.L.3
  • 21
    • 77950338000 scopus 로고    scopus 로고
    • Robust replication of genotypephenotype associations across multiple diseases in an electronic medical record
    • Ritchie MD, Denny JC, Crawford DC, et al. Robust replication of genotypephenotype associations across multiple diseases in an electronic medical record. Am J Hum Genet 2010;86:560-72.
    • (2010) Am J Hum Genet , vol.86 , pp. 560-572
    • Ritchie, M.D.1    Denny, J.C.2    Crawford, D.C.3
  • 22
    • 77958597919 scopus 로고    scopus 로고
    • Leveraging informatics for genetic studies: use of the electronic medical record to enable a genome-wide association study of peripheral arterial disease
    • Kullo IJ, Fan J, Pathak J, et al. Leveraging informatics for genetic studies: use of the electronic medical record to enable a genome-wide association study of peripheral arterial disease. J Am Med Inform Assoc 2010;17:568-74.
    • (2010) J Am Med Inform Assoc , vol.17 , pp. 568-574
    • Kullo, I.J.1    Fan, J.2    Pathak, J.3
  • 23
    • 84964959775 scopus 로고    scopus 로고
    • Discovering peripheral arterial disease cases from radiology notes using natural language processing
    • Savova GK, Fan J, Ye Z, et al. Discovering peripheral arterial disease cases from radiology notes using natural language processing. AMIA Annu Symp Proc 2010;2010:722-6.
    • (2010) AMIA Annu Symp Proc 2010 , pp. 722-726
    • Savova, G.K.1    Fan, J.2    Ye, Z.3
  • 24
    • 78149490620 scopus 로고    scopus 로고
    • Mayo clinical Text Analysis and Knowledge Extraction System (cTAKES): architecture, component evaluation and applications
    • Savova GK, Masanz JJ, Ogren PV, et al. Mayo clinical Text Analysis and Knowledge Extraction System (cTAKES): architecture, component evaluation and applications. J Am Med Inform Assoc 2010;17:507-13.
    • (2010) J Am Med Inform Assoc , vol.17 , pp. 507-513
    • Savova, G.K.1    Masanz, J.J.2    Ogren, P.V.3
  • 25
    • 15944400693 scopus 로고    scopus 로고
    • Study of effect of drug lexicons on medication extraction from electronic medical records
    • Altman RB, Dunker AK, Hunter L, et al, eds. Proceedings of the Pacific Symposium World Scientific Publishing Company
    • Sirohi E, Peissig P. Study of effect of drug lexicons on medication extraction from electronic medical records. In: Altman RB, Dunker AK, Hunter L, et al, eds. Biocomputing 2005: Proceedings of the Pacific Symposium. World Scientific Publishing Company, 2005;308-17.
    • (2005) Biocomputing , vol.2005 , pp. 308-317
    • Sirohi, E.1    Peissig, P.2
  • 26
    • 84863539091 scopus 로고    scopus 로고
    • Development of an optical character recognition pipeline for handwritten form fields from an electronic health record
    • Published Online First: 2 September 2011. doi:10.1136/amiajnl-2011-000182
    • Rasmussen LV, Peissig PL, McCarty CA, et al. Development of an optical character recognition pipeline for handwritten form fields from an electronic health record. J Am Med Inform Assoc. Published Online First: 2 September 2011. doi:10.1136/amiajnl-2011-000182
    • J Am Med Inform Assoc
    • Rasmussen, L.V.1    Peissig, P.L.2    McCarty, C.A.3
  • 27
    • 27644529477 scopus 로고    scopus 로고
    • Marshfield Clinic Personalized Medicine Research Project (PMRP): design, methods and recruitment for a large populationbased biobank
    • McCarty C, Wilke RA, Giampietro PF, et al. Marshfield Clinic Personalized Medicine Research Project (PMRP): design, methods and recruitment for a large populationbased biobank. Pers Med 2005;2:49-79.
    • (2005) Pers Med , vol.2 , pp. 49-79
    • McCarty, C.1    Wilke, R.A.2    Giampietro, P.F.3
  • 28
    • 56149112638 scopus 로고    scopus 로고
    • The Marshfield Clinic Personalized Medicine Research Project: 2008 scientific update and lessons learned in the first 6 years
    • McCarty CA, Peissig P, Caldwell MA, et al. The Marshfield Clinic Personalized Medicine Research Project: 2008 scientific update and lessons learned in the first 6 years. Pers Med 2008;5:529-42.
    • (2008) Pers Med , vol.5 , pp. 529-542
    • McCarty, C.A.1    Peissig, P.2    Caldwell, M.A.3
  • 29
    • 84863137707 scopus 로고    scopus 로고
    • Med LEETM Natural Language Processing. (accessed 23 Jan 2011)
    • Med LEETM Natural Language Processing. http://www.nlpapplications.com/index.html (accessed 23 Jan 2011).
  • 30
    • 4544280638 scopus 로고    scopus 로고
    • Automated encoding of clinical documents based on natural language processing
    • Friedman C, Shagina L, Lussier Y, et al. Automated encoding of clinical documents based on natural language processing. J Am Med Inform Assoc 2004;11:392-402.
    • (2004) J Am Med Inform Assoc , vol.11 , pp. 392-402
    • Friedman, C.1    Shagina, L.2    Lussier, Y.3
  • 31
    • 84863136198 scopus 로고
    • Architectural requirements for a multipurpose natural language processor in the clinical environment
    • Gardner RM, ed. Philadelphia, PA: Hanley & Belfus
    • Friedman C, Johnson SB, Forman B, et al. Architectural requirements for a multipurpose natural language processor in the clinical environment. In: Gardner RM, ed. Proceedings of Ninteenth SCAMC. Philadelphia, PA: Hanley & Belfus, 1995:238-42.
    • (1995) Proceedings of Ninteenth SCAMC , pp. 238-242
    • Friedman, C.1    Johnson, S.B.2    Forman, B.3
  • 34
    • 0344169077 scopus 로고
    • The Columbia Integrated Speech Interpretation System (CISIS). (abstract and poster)
    • Gardner RM, ed. Philadelphia, PA: Hanley & Belfus
    • Starren J, Friedman C, Johnson SB. The Columbia Integrated Speech Interpretation System (CISIS). (abstract and poster). In: Gardner RM, ed. Proceedings of Ninteenth SCAMC. Philadelphia, PA: Hanley & Belfus, 1995:985.
    • (1995) Proceedings of Ninteenth SCAMC , pp. 985
    • Starren, J.1    Friedman, C.2    Johnson, S.B.3
  • 35
    • 84863169945 scopus 로고    scopus 로고
    • National Library of Medicine. Fact Sheet UMLS® Metathesaurus® (accessed 13 Jan 2003)
    • National Library of Medicine. Fact Sheet UMLS® Metathesaurus®. http://www.rsna.org/radlex/committee/UMLSMetaThesaurusFactSheet.doc (accessed 13 Jan 2003).
  • 36
    • 84863175477 scopus 로고    scopus 로고
    • Tesseract-OCR. Engine Homepage. Google Code (accessed 30 Sep 2010)
    • Tesseract-OCR. Engine Homepage. Google Code. http://code.google.com/p/tesseract-ocr/(accessed 30 Sep 2010).
  • 37
    • 84863175479 scopus 로고    scopus 로고
    • LEADTOOLS®. Developer's Toolkit: ICR Engine. (accessed 30 Sep 2010)
    • LEADTOOLS®. Developer's Toolkit: ICR Engine. http://www.leadtools.com/sdk/ocr/icr.htm (accessed 30 Sep 2010).
  • 38
    • 84970866422 scopus 로고
    • Diagnostic tests 1: sensitivity and specificity
    • Altman DG, Bland JM. Diagnostic tests 1: sensitivity and specificity. BMJ 1994;308:1552.
    • (1994) BMJ , vol.308 , pp. 1552
    • Altman, D.G.1    Bland, J.M.2
  • 39
    • 84970846412 scopus 로고
    • Diagnostic tests 2: predictive values
    • Altman DG, Bland JM. Diagnostic tests 2: predictive values. BMJ 1994; 309:102.
    • (1994) BMJ , vol.309 , pp. 102
    • Altman, D.G.1    Bland, J.M.2
  • 42
    • 81055149756 scopus 로고    scopus 로고
    • Cataract research using electronic health records
    • Waudby CJ, Berg RL, Linneman JG, et al. Cataract research using electronic health records. BMC Ophthalmol 2011;11:32
    • (2011) BMC Ophthalmol , vol.11 , pp. 32
    • Waudby, C.J.1    Berg, R.L.2    Linneman, J.G.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.