메뉴 건너뛰기




Volumn 20, Issue E2, 2013, Pages

Electronic health records-driven phenotyping: Challenges, recent advances, and perspectives

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; COLORECTAL CANCER; COMPARATIVE EFFECTIVENESS; DIABETES MELLITUS; DISEASE COURSE; DOCUMENTATION; EDITORIAL; ELECTRONIC MEDICAL RECORD; GENE FUNCTION; GENETIC VARIABILITY; GENOTYPE; HEALTH CARE ORGANIZATION; HEALTH CARE SYSTEM; HEALTH CENTER; HUMAN; HUMAN GENOME PROJECT; INFORMATION SCIENCE; MACHINE LEARNING; MEDICAL INFORMATICS; MULTIPLE SCLEROSIS; PERIPHERAL OCCLUSIVE ARTERY DISEASE; PERSONALIZED MEDICINE; PHENOTYPE; PROCESS MODEL; RHEUMATOID ARTHRITIS; TECHNOLOGY; UNIVERSITY HOSPITAL; VENOUS THROMBOEMBOLISM;

EID: 84890479944     PISSN: 10675027     EISSN: 1527974X     Source Type: Journal    
DOI: 10.1136/amiajnl-2013-002428     Document Type: Editorial
Times cited : (194)

References (111)
  • 1
    • 0025318743 scopus 로고
    • The human genome project: past, present, and future
    • Watson J. The human genome project: past, present, and future. Science 1990;248:44-9.
    • (1990) Science , vol.248 , pp. 44-49
    • Watson, J.1
  • 2
    • 0038670579 scopus 로고    scopus 로고
    • The human phenome project
    • Freimer N, Sabatti C. The human phenome project. Nat Genet 2003;34:15-21.
    • (2003) Nat Genet , vol.34 , pp. 15-21
    • Freimer, N.1    Sabatti, C.2
  • 3
    • 77449094460 scopus 로고    scopus 로고
    • The promise and reality of personal genomics
    • Yngvadottir B, MacArthur D, Jin H, et al. The promise and reality of personal genomics. Genome Biol 2009;10:237.
    • (2009) Genome Biol , vol.10 , pp. 237
    • Yngvadottir, B.1    MacArthur, D.2    Jin, H.3
  • 4
    • 30544439504 scopus 로고    scopus 로고
    • Creation and implications of a phenome-genome network
    • Butte A, Kohane I. Creation and implications of a phenome-genome network. Nat Biotechnol 2006;24:55-62.
    • (2006) Nat Biotechnol , vol.24 , pp. 55-62
    • Butte, A.1    Kohane, I.2
  • 5
    • 79953655821 scopus 로고    scopus 로고
    • Assessing the reproducibility of asthma genome-wide association studies in a general clinical population
    • Himes BE, Klanderman B, Kohane IS, et al. Assessing the reproducibility of asthma genome-wide association studies in a general clinical population. J Allergy Clin Immunol 2011;127:1067-9.
    • (2011) J Allergy Clin Immunol , vol.127 , pp. 1067-1069
    • Himes, B.E.1    Klanderman, B.2    Kohane, I.S.3
  • 6
    • 84871854103 scopus 로고    scopus 로고
    • Next-generation phenotyping of electronic health records
    • Hripcsak G, Albers DJ. Next-generation phenotyping of electronic health records. J Am Med Inform Assoc 2013;20:117-21.
    • (2013) J Am Med Inform Assoc , vol.20 , pp. 117-121
    • Hripcsak, G.1    Albers, D.J.2
  • 7
    • 77955295667 scopus 로고    scopus 로고
    • The "meaningful use" regulation for electronic health records
    • Blumenthal D, Tavenner M. The "meaningful use" regulation for electronic health records. N Engl J Med 2010;363:501-4.
    • (2010) N Engl J Med , vol.363 , pp. 501-504
    • Blumenthal, D.1    Tavenner, M.2
  • 8
    • 49949093313 scopus 로고    scopus 로고
    • Development of a large-scale de-identified DNA biobank to enable personalized medicine
    • Roden DM, Pulley JM, Basford MA, et al. Development of a large-scale de-identified DNA biobank to enable personalized medicine. Clin Pharmacol Ther 2008;84:362-9.
    • (2008) Clin Pharmacol Ther , vol.84 , pp. 362-369
    • Roden, D.M.1    Pulley, J.M.2    Basford, M.A.3
  • 9
    • 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 MD, et al. The Marshfield Clinic Personalized Medicine Research Project: 2008 scientific update and lessons learned in the first 6 years. Personalized Med 2008;5:529-42.
    • (2008) Personalized Med , vol.5 , pp. 529-542
    • McCarty, C.A.1    Peissig, P.2    Caldwell, M.D.3
  • 10
    • 84856749039 scopus 로고    scopus 로고
    • Personal medicine[mdash]the new banking crisis
    • Scott CT, Caulfield T, Borgelt E, et al. Personal medicine[mdash]the new banking crisis. Nat Biotech 2012;30:141-7.
    • (2012) Nat Biotech , vol.30 , pp. 141-147
    • Scott, C.T.1    Caulfield, T.2    Borgelt, E.3
  • 11
    • 79959693383 scopus 로고    scopus 로고
    • Mayo Genome Consortia: a genotype-phenotype resource for genome-wide association studies with an application to the analysis of circulating bilirubin levels
    • Bielinski SJ, Chai HS, Pathak J, et al. Mayo Genome Consortia: a genotype-phenotype resource for genome-wide association studies with an application to the analysis of circulating bilirubin levels. Mayo Clinic Proc 2011;86:606-14.
    • (2011) Mayo Clinic Proc , vol.86 , pp. 606-614
    • Bielinski, S.J.1    Chai, H.S.2    Pathak, J.3
  • 12
    • 77956387712 scopus 로고    scopus 로고
    • DNA banking study in an ethnically diverse urban university hospital
    • Wolf W, Doyle M, Aufox S, et al. DNA banking study in an ethnically diverse urban university hospital. Am J Hum Genet 2003;73:423.
    • (2003) Am J Hum Genet , vol.73 , pp. 423
    • Wolf, W.1    Doyle, M.2    Aufox, S.3
  • 13
    • 79956327715 scopus 로고    scopus 로고
    • Using electronic health records to drive discovery in disease genomics
    • Kohane IS. Using electronic health records to drive discovery in disease genomics. Nat Rev Genet 2011;12:417-28.
    • (2011) Nat Rev Genet , vol.12 , pp. 417-428
    • Kohane, I.S.1
  • 14
    • 79251581866 scopus 로고    scopus 로고
    • The eMERGE Network: a consortium of biorepositories linked to electronic medical records data for conducting genomic studies
    • McCarty C, Chisholm R, Chute C, et al. 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.1    Chisholm, R.2    Chute, C.3
  • 15
    • 84880059657 scopus 로고    scopus 로고
    • The Electronic Medical Records and Genomics (eMERGE) Network: past, present, and future
    • Gottesman O, Kuivaniemi H, Tromp G, et al. The Electronic Medical Records and Genomics (eMERGE) Network: past, present, and future. Genet Med 2013;15:761-71.
    • (2013) Genet Med , vol.15 , pp. 761-771
    • Gottesman, O.1    Kuivaniemi, H.2    Tromp, G.3
  • 16
    • 84872022133 scopus 로고    scopus 로고
    • Chapter 13: mining electronic health records in the genomics era
    • Denny JC. Chapter 13: mining electronic health records in the genomics era. PLoS Comput Biol 2012;8:e1002823.
    • (2012) PLoS Comput Biol , vol.8
    • Denny, J.C.1
  • 17
    • 84857146745 scopus 로고    scopus 로고
    • Use of diverse electronic medical record systems to identify genetic risk for type 2 diabetes within a genome-wide association study
    • Kho AN, Hayes MG, Rasmussen-Torvik L, et al. Use of diverse electronic medical record systems to identify genetic risk for type 2 diabetes within a genome-wide association study. J Am Med Inform Assoc 2012;19:212-8.
    • (2012) J Am Med Inform Assoc , vol.19 , pp. 212-218
    • Kho, A.N.1    Hayes, M.G.2    Rasmussen-Torvik, L.3
  • 18
    • 84875931887 scopus 로고    scopus 로고
    • Genomeand phenome-wide analyses of cardiac conduction identifies markers of arrhythmia risk
    • Ritchie MD, Denny JC, Zuvich RL, et al. Genomeand phenome-wide analyses of cardiac conduction identifies markers of arrhythmia risk. Circulation 2013;127:1377-85.
    • (2013) Circulation , vol.127 , pp. 1377-1385
    • Ritchie, M.D.1    Denny, J.C.2    Zuvich, R.L.3
  • 19
    • 80053896220 scopus 로고    scopus 로고
    • Variants near FOXE1 are associated with hypothyroidism and other thyroid conditions: using electronic medical records for genome- and phenome-wide studies
    • Denny JC, Crawford DC, Ritchie MD, et al. Variants near FOXE1 are associated with hypothyroidism and other thyroid conditions: using electronic medical records for genome- and phenome-wide studies. Am J Hum Genet 2011;89:529-42.
    • (2011) Am J Hum Genet , vol.89 , pp. 529-542
    • Denny, J.C.1    Crawford, D.C.2    Ritchie, M.D.3
  • 20
    • 84891863933 scopus 로고    scopus 로고
    • A genome- and phenome-wide association study to identify genetic variants influencing platelet count and volume and their pleiotropic effects.
    • [Epub ahead of print 12 Sep 2013].
    • Shameer K, Denny J, Ding K, et al. A genome- and phenome-wide association study to identify genetic variants influencing platelet count and volume and their pleiotropic effects. Hum Genet 2013. [Epub ahead of print 12 Sep 2013].
    • (2013) Hum Genet
    • Shameer, K.1    Denny, J.2    Ding, K.3
  • 21
    • 84864822331 scopus 로고    scopus 로고
    • Implementing the learning health system: from concept to action
    • Greene SM, Reid RJ, Larson EB. Implementing the learning health system: from concept to action. Ann Inter Med 2012;157:207-10.
    • (2012) Ann Inter Med , vol.157 , pp. 207-210
    • Greene, S.M.1    Reid, R.J.2    Larson, E.B.3
  • 22
    • 84872255188 scopus 로고    scopus 로고
    • Automated extraction of ejection fraction for quality measurement using regular expressions in Unstructured Information Management Architecture (UIMA) for heart failure
    • Garvin JH, DuVall SL, South BR, et al. Automated extraction of ejection fraction for quality measurement using regular expressions in Unstructured Information Management Architecture (UIMA) for heart failure. J Am Med Inform Assoc 2012;19:859-66.
    • (2012) J Am Med Inform Assoc , vol.19 , pp. 859-866
    • Garvin, J.H.1    DuVall, S.L.2    South, B.R.3
  • 23
    • 81055126769 scopus 로고    scopus 로고
    • A method and knowledge base for automated inference of patient problems from structured data in an electronic medical record
    • Wright A, Pang J, Feblowitz JC, et al. A method and knowledge base for automated inference of patient problems from structured data in an electronic medical record. J Am Med Inform Assoc 2011;18:859-67.
    • (2011) J Am Med Inform Assoc , vol.18 , pp. 859-867
    • Wright, A.1    Pang, J.2    Feblowitz, J.C.3
  • 24
    • 84872246391 scopus 로고    scopus 로고
    • Automatic classification of mammography reports by BI-RADS breast tissue composition class
    • Percha B, Nassif H, Lipson J, et al. Automatic classification of mammography reports by BI-RADS breast tissue composition class. J Am Med Inform Assoc 2012;19:913-16.
    • (2012) J Am Med Inform Assoc , vol.19 , pp. 913-916
    • Percha, B.1    Nassif, H.2    Lipson, J.3
  • 25
    • 80053271549 scopus 로고    scopus 로고
    • A study of machine-learning-based approaches to extract clinical entities and their assertions from discharge summaries
    • Jiang M, Chen Y, Liu M, et al. A study of machine-learning-based approaches to extract clinical entities and their assertions from discharge summaries. J Am Med Inform Assoc 2011;18:601-6.
    • (2011) J Am Med Inform Assoc , vol.18 , pp. 601-606
    • Jiang, M.1    Chen, Y.2    Liu, M.3
  • 26
    • 80053275620 scopus 로고    scopus 로고
    • Hybrid methods for improving information access in clinical documents: concept, assertion, and relation identification
    • Minard AL, Ligozat AL, Ben Abacha A, et al. Hybrid methods for improving information access in clinical documents: concept, assertion, and relation identification. J Am Med Inform Assoc 2011;18:588-93.
    • (2011) J Am Med Inform Assoc , vol.18 , pp. 588-593
    • Minard, A.L.1    Ligozat, A.L.2    Ben Abacha, A.3
  • 27
    • 80053287229 scopus 로고    scopus 로고
    • A knowledge discovery and reuse pipeline for information extraction in clinical notes
    • Patrick JD, Nguyen DH, Wang Y, et al. A knowledge discovery and reuse pipeline for information extraction in clinical notes. J Am Med Inform Assoc 2011;18:574-9.
    • (2011) J Am Med Inform Assoc , vol.18 , pp. 574-579
    • Patrick, J.D.1    Nguyen, D.H.2    Wang, Y.3
  • 28
    • 80053268344 scopus 로고    scopus 로고
    • Automatic extraction of relations between medical concepts in clinical texts
    • Rink B, Harabagiu S, Roberts K. Automatic extraction of relations between medical concepts in clinical texts. J Am Med Inform Assoc 2011;18:594-600.
    • (2011) J Am Med Inform Assoc , vol.18 , pp. 594-600
    • Rink, B.1    Harabagiu, S.2    Roberts, K.3
  • 29
    • 80053268343 scopus 로고    scopus 로고
    • Using machine learning for concept extraction on clinical documents from multiple data sources
    • Torii M, Wagholikar K, Liu H. Using machine learning for concept extraction on clinical documents from multiple data sources. J Am Med Inform Assoc 2011;18:580-7.
    • (2011) J Am Med Inform Assoc , vol.18 , pp. 580-587
    • Torii, M.1    Wagholikar, K.2    Liu, H.3
  • 30
    • 79958286460 scopus 로고    scopus 로고
    • Collaborative search in electronic health records
    • Zheng K, Mei Q, Hanauer DA. Collaborative search in electronic health records. J Am Med Inform Assoc 2011;18:282-91.
    • (2011) J Am Med Inform Assoc , vol.18 , pp. 282-291
    • Zheng, K.1    Mei, Q.2    Hanauer, D.A.3
  • 31
    • 84872242834 scopus 로고    scopus 로고
    • Feature engineering combined with machine learning and rule-based methods for structured information extraction from narrative clinical discharge summaries
    • Xu Y, Hong K, Tsujii J, et al. Feature engineering combined with machine learning and rule-based methods for structured information extraction from narrative clinical discharge summaries. J Am Med Inform Assoc 2012;19:824-32.
    • (2012) J Am Med Inform Assoc , vol.19 , pp. 824-832
    • Xu, Y.1    Hong, K.2    Tsujii, J.3
  • 32
    • 80053274431 scopus 로고    scopus 로고
    • Automated concept-level information extraction to reduce the need for custom software and rules development
    • D'Avolio LW, Nguyen TM, Goryachev S, et al. Automated concept-level information extraction to reduce the need for custom software and rules development. J Am Med Inform Assoc 2011;18:607-13.
    • (2011) J Am Med Inform Assoc , vol.18 , pp. 607-613
    • D'Avolio, L.W.1    Nguyen, T.M.2    Goryachev, S.3
  • 33
    • 84863552740 scopus 로고    scopus 로고
    • Clinical research informatics: a conceptual perspective
    • Kahn MG, Weng C. Clinical research informatics: a conceptual perspective. J Am Med Inform Assoc 2012;19(e1):e36-42.
    • (2012) J Am Med Inform Assoc , vol.19 , Issue.E1
    • Kahn, M.G.1    Weng, C.2
  • 34
    • 80053285250 scopus 로고    scopus 로고
    • MITRE system for clinical assertion status classification
    • Clark C, Aberdeen J, Coarr M, et al. MITRE system for clinical assertion status classification. J Am Med Inform Assoc 2011;18:563-7.
    • (2011) J Am Med Inform Assoc , vol.18 , pp. 563-567
    • Clark, C.1    Aberdeen, J.2    Coarr, M.3
  • 35
    • 80053243154 scopus 로고    scopus 로고
    • A flexible framework for deriving assertions from electronic medical records
    • Roberts K, Harabagiu SM. A flexible framework for deriving assertions from electronic medical records. J Am Med Inform Assoc 2011;18:568-73.
    • (2011) J Am Med Inform Assoc , vol.18 , pp. 568-573
    • Roberts, K.1    Harabagiu, S.M.2
  • 36
    • 79959656311 scopus 로고    scopus 로고
    • Facilitating pharmacogenetic studies using electronic health records and natural-language processing: a case study of warfarin
    • Xu H, Jiang M, Oetjens M, et al. Facilitating pharmacogenetic studies using electronic health records and natural-language processing: a case study of warfarin. J Am Med Inform Assoc 2011;18:387-91.
    • (2011) J Am Med Inform Assoc , vol.18 , pp. 387-391
    • Xu, H.1    Jiang, M.2    Oetjens, M.3
  • 37
    • 84872253693 scopus 로고    scopus 로고
    • Machine learning-based coreference resolution of concepts in clinical documents
    • Ware H, Mullett CJ, Jagannathan V, et al. Machine learning-based coreference resolution of concepts in clinical documents. J Am Med Inform Assoc 2012;19:883-7.
    • (2012) J Am Med Inform Assoc , vol.19 , pp. 883-887
    • Ware, H.1    Mullett, C.J.2    Jagannathan, V.3
  • 38
    • 84875022932 scopus 로고    scopus 로고
    • Identifying primary and recurrent cancers using a SAS-based natural language processing algorithm
    • Strauss JA, Chao CR, Kwan ML, et al. Identifying primary and recurrent cancers using a SAS-based natural language processing algorithm. J Am Med Inform Assoc 2013;20:349-55.
    • (2013) J Am Med Inform Assoc , vol.20 , pp. 349-355
    • Strauss, J.A.1    Chao, C.R.2    Kwan, M.L.3
  • 39
    • 84893553052 scopus 로고    scopus 로고
    • Joint segmentation and named entity recognition using dual decomposition in Chinese discharge summaries.
    • Published Online First: 9 Aug 2013. doi: 10.1136/amiajnl-2013-001806
    • Xu Y, Wang Y, Liu T, et al. Joint segmentation and named entity recognition using dual decomposition in Chinese discharge summaries. J Am Med Inform Assoc 2013. Published Online First: 9 Aug 2013. doi: 10.1136/amiajnl-2013-001806
    • (2013) J Am Med Inform Assoc
    • Xu, Y.1    Wang, Y.2    Liu, T.3
  • 40
    • 84872235183 scopus 로고    scopus 로고
    • MCORES: a system for noun phrase coreference resolution for clinical records
    • Bodnari A, Szolovits P, Uzuner O. MCORES: a system for noun phrase coreference resolution for clinical records. J Am Med Inform Assoc 2012;19:906-12.
    • (2012) J Am Med Inform Assoc , vol.19 , pp. 906-912
    • Bodnari, A.1    Szolovits, P.2    Uzuner, O.3
  • 41
    • 84872237114 scopus 로고    scopus 로고
    • Coreference resolution of medical concepts in discharge summaries by exploiting contextual information
    • Dai HJ, Chen CY, Wu CY, et al. Coreference resolution of medical concepts in discharge summaries by exploiting contextual information. J Am Med Inform Assoc 2012;19:888-96.
    • (2012) J Am Med Inform Assoc , vol.19 , pp. 888-896
    • Dai, H.J.1    Chen, C.Y.2    Wu, C.Y.3
  • 42
    • 84872240730 scopus 로고    scopus 로고
    • Coreference analysis in clinical notes: a multi-pass sieve with alternate anaphora resolution modules
    • Jonnalagadda SR, Li D, Sohn S, et al. Coreference analysis in clinical notes: a multi-pass sieve with alternate anaphora resolution modules. J Am Med Inform Assoc 2012;19:867-74.
    • (2012) J Am Med Inform Assoc , vol.19 , pp. 867-874
    • Jonnalagadda, S.R.1    Li, D.2    Sohn, S.3
  • 43
    • 84872244355 scopus 로고    scopus 로고
    • Automatic discourse connective detection in biomedical text
    • Ramesh BP, Prasad R, Miller T, et al. Automatic discourse connective detection in biomedical text. J Am Med Inform Assoc 2012;19:800-8.
    • (2012) J Am Med Inform Assoc , vol.19 , pp. 800-808
    • Ramesh, B.P.1    Prasad, R.2    Miller, T.3
  • 44
    • 84872231546 scopus 로고    scopus 로고
    • A supervised framework for resolving coreference in clinical records
    • Rink B, Roberts K, Harabagiu SM. A supervised framework for resolving coreference in clinical records. J Am Med Inform Assoc 2012;19: 875-82.
    • (2012) J Am Med Inform Assoc , vol.19 , pp. 875-882
    • Rink, B.1    Roberts, K.2    Harabagiu, S.M.3
  • 45
    • 84872234230 scopus 로고    scopus 로고
    • Evaluating the state of the art in coreference resolution for electronic medical records
    • Uzuner O, Bodnari A, Shen S, et al. Evaluating the state of the art in coreference resolution for electronic medical records. J Am Med Inform Assoc 2012;19:786-91.
    • (2012) J Am Med Inform Assoc , vol.19 , pp. 786-791
    • Uzuner, O.1    Bodnari, A.2    Shen, S.3
  • 46
    • 84872225986 scopus 로고    scopus 로고
    • A classification approach to coreference in discharge summaries: 2011 i2b2 challenge
    • Xu Y, Liu J, Wu J, et al. A classification approach to coreference in discharge summaries: 2011 i2b2 challenge. J Am Med Inform Assoc 2012;19:897-905.
    • (2012) J Am Med Inform Assoc , vol.19 , pp. 897-905
    • Xu, Y.1    Liu, J.2    Wu, J.3
  • 47
    • 84865162354 scopus 로고    scopus 로고
    • A system for coreference resolution for the clinical narrative
    • Zheng J, Chapman WW, Miller TA, et al. A system for coreference resolution for the clinical narrative. J Am Med Inform Assoc 2012;19:660-7.
    • (2012) J Am Med Inform Assoc , vol.19 , pp. 660-667
    • Zheng, J.1    Chapman, W.W.2    Miller, T.A.3
  • 48
    • 84863537188 scopus 로고    scopus 로고
    • Unified Medical Language System term occurrences in clinical notes: a large-scale corpus analysis
    • Wu ST, Liu H, Li D, et al. Unified Medical Language System term occurrences in clinical notes: a large-scale corpus analysis. J Am Med Inform Assoc 2012;19(e1):e149-156.
    • (2012) J Am Med Inform Assoc , vol.19 , Issue.E1
    • Wu, S.T.1    Liu, H.2    Li, D.3
  • 49
    • 84872259831 scopus 로고    scopus 로고
    • Named entity recognition of follow-up and time information in 20,000 radiology reports
    • Xu Y, Tsujii J, Chang EI. Named entity recognition of follow-up and time information in 20,000 radiology reports. J Am Med Inform Assoc 2012;19:792-9.
    • (2012) J Am Med Inform Assoc , vol.19 , pp. 792-799
    • Xu, Y.1    Tsujii, J.2    Chang, E.I.3
  • 50
    • 84882791784 scopus 로고    scopus 로고
    • A rule based solution to co-reference resolution in clinical text
    • Chen P, Hinote D, Chen G. A rule based solution to co-reference resolution in clinical text. J Am Med Inform Assoc 2013;20:891-7.
    • (2013) J Am Med Inform Assoc , vol.20 , pp. 891-897
    • Chen, P.1    Hinote, D.2    Chen, G.3
  • 51
    • 84882771550 scopus 로고    scopus 로고
    • A sequence labeling approach to link medications and their attributes in clinical notes and clinical trial announcements for information extraction
    • Li Q, Zhai H, Deleger L, et al. A sequence labeling approach to link medications and their attributes in clinical notes and clinical trial announcements for information extraction. J Am Med Inform Assoc 2013;20:915-21.
    • (2013) J Am Med Inform Assoc , vol.20 , pp. 915-921
    • Li, Q.1    Zhai, H.2    Deleger, L.3
  • 52
    • 84857161451 scopus 로고    scopus 로고
    • Exploiting domain information for word sense disambiguation of medical documents
    • Stevenson M, Agirre E, Soroa A. Exploiting domain information for word sense disambiguation of medical documents. J Am Med Inform Assoc 2012;19:235-40.
    • (2012) J Am Med Inform Assoc , vol.19 , pp. 235-240
    • Stevenson, M.1    Agirre, E.2    Soroa, A.3
  • 53
    • 84882749026 scopus 로고    scopus 로고
    • Knowledge-based biomedical word sense disambiguation: an evaluation and application to clinical document classification
    • Garla VN, Brandt C. Knowledge-based biomedical word sense disambiguation: an evaluation and application to clinical document classification. J Am Med Inform Assoc 2013;20:882-6.
    • (2013) J Am Med Inform Assoc , vol.20 , pp. 882-886
    • Garla, V.N.1    Brandt, C.2
  • 54
    • 84874764657 scopus 로고    scopus 로고
    • Modeling temporal relationships in large scale clinical associations
    • Hanauer DA, Ramakrishnan N. Modeling temporal relationships in large scale clinical associations. J Am Med Inform Assoc 2013;20:332-41.
    • (2013) J Am Med Inform Assoc , vol.20 , pp. 332-341
    • Hanauer, D.A.1    Ramakrishnan, N.2
  • 55
    • 84882800112 scopus 로고    scopus 로고
    • An end-to-end system to identify temporal relation in discharge summaries: 2012 i2b2 challenge
    • Xu Y, Wang Y, Liu T, et al. An end-to-end system to identify temporal relation in discharge summaries: 2012 i2b2 challenge. J Am Med Inform Assoc 2013;20:849-58.
    • (2013) J Am Med Inform Assoc , vol.20 , pp. 849-858
    • Xu, Y.1    Wang, Y.2    Liu, T.3
  • 56
    • 84882748440 scopus 로고    scopus 로고
    • A la Recherche du Temps Perdu: extracting temporal relations from medical text in the 2012 i2b2 NLP challenge
    • Cherry C, Zhu X, Martin J, et al. A la Recherche du Temps Perdu: extracting temporal relations from medical text in the 2012 i2b2 NLP challenge. J Am Med Inform Assoc 2013;20:843-8.
    • (2013) J Am Med Inform Assoc , vol.20 , pp. 843-848
    • Cherry, C.1    Zhu, X.2    Martin, J.3
  • 57
    • 84881183249 scopus 로고    scopus 로고
    • Comprehensive temporal information detection from clinical text: medical events, time, and TLINK identification
    • Sohn S, Wagholikar KB, Li D, et al. Comprehensive temporal information detection from clinical text: medical events, time, and TLINK identification. J Am Med Inform Assoc 2013;20:836-42.
    • (2013) J Am Med Inform Assoc , vol.20 , pp. 836-842
    • Sohn, S.1    Wagholikar, K.B.2    Li, D.3
  • 58
    • 84882744737 scopus 로고    scopus 로고
    • Evaluating temporal relations in clinical text: 2012 i2b2 Challenge
    • Sun W, Rumshisky A, Uzuner O. Evaluating temporal relations in clinical text: 2012 i2b2 Challenge. J Am Med Inform Assoc 2013;20:806-13.
    • (2013) J Am Med Inform Assoc , vol.20 , pp. 806-813
    • Sun, W.1    Rumshisky, A.2    Uzuner, O.3
  • 59
    • 84881139675 scopus 로고    scopus 로고
    • A hybrid system for temporal information extraction from clinical text
    • Tang B, Wu Y, Jiang M, et al. A hybrid system for temporal information extraction from clinical text. J Am Med Inform Assoc 2013;20:828-35.
    • (2013) J Am Med Inform Assoc , vol.20 , pp. 828-835
    • Tang, B.1    Wu, Y.2    Jiang, M.3
  • 60
    • 84882747799 scopus 로고    scopus 로고
    • Combining rules and machine learning for extraction of temporal expressions and events from clinical narratives
    • Kovacevic A, Dehghan A, Filannino M, et al. Combining rules and machine learning for extraction of temporal expressions and events from clinical narratives. J Am Med Inform Assoc 2013;20:859-66.
    • (2013) J Am Med Inform Assoc , vol.20 , pp. 859-866
    • Kovacevic, A.1    Dehghan, A.2    Filannino, M.3
  • 61
    • 84882789532 scopus 로고    scopus 로고
    • Temporal reasoning over clinical text: the state of the art
    • Sun W, Rumshisky A, Uzuner O. Temporal reasoning over clinical text: the state of the art. J Am Med Inform Assoc 2013;20:814-19.
    • (2013) J Am Med Inform Assoc , vol.20 , pp. 814-819
    • Sun, W.1    Rumshisky, A.2    Uzuner, O.3
  • 62
    • 84882761848 scopus 로고    scopus 로고
    • A flexible framework for recognizing events, temporal expressions, and temporal relations in clinical text
    • Roberts K, Rink B, Harabagiu SM. A flexible framework for recognizing events, temporal expressions, and temporal relations in clinical text. J Am Med Inform Assoc 2013;20:867-75.
    • (2013) J Am Med Inform Assoc , vol.20 , pp. 867-875
    • Roberts, K.1    Rink, B.2    Harabagiu, S.M.3
  • 63
    • 79959665991 scopus 로고    scopus 로고
    • Anaphoric relations in the clinical narrative: corpus creation
    • Savova GK, Chapman WW, Zheng J, et al. Anaphoric relations in the clinical narrative: corpus creation. J Am Med Inform Assoc 2011;18:459-65.
    • (2011) J Am Med Inform Assoc , vol.18 , pp. 459-465
    • Savova, G.K.1    Chapman, W.W.2    Zheng, J.3
  • 64
    • 84890520754 scopus 로고    scopus 로고
    • Towards comprehensive syntactic and semantic annotations of the clinical narrative
    • Albright D, Lanfranchi A, Fredriksen A, et al. Towards comprehensive syntactic and semantic annotations of the clinical narrative. J Am Med Inform Assoc 2013;20:922-30.
    • (2013) J Am Med Inform Assoc , vol.20 , pp. 922-930
    • Albright, D.1    Lanfranchi, A.2    Fredriksen, A.3
  • 65
    • 77950477064 scopus 로고    scopus 로고
    • MedEx: a medication information extraction system for clinical narratives
    • Xu H, Stenner SP, Doan S, et al. MedEx: a medication information extraction system for clinical narratives. J Am Med Inform Assoc 2010;17:19-24.
    • (2010) J Am Med Inform Assoc , vol.17 , pp. 19-24
    • Xu, H.1    Stenner, S.P.2    Doan, S.3
  • 66
    • 78149480799 scopus 로고    scopus 로고
    • Extracting medication information from clinical text
    • Uzuner ö, Solti I, Cadag E. Extracting medication information from clinical text. J Am Med Inform Assoc 2010;17:514-18.
    • (2010) J Am Med Inform Assoc , vol.17 , pp. 514-518
    • Uzuner, ö.1    Solti, I.2    Cadag, E.3
  • 67
    • 36749096161 scopus 로고    scopus 로고
    • Mayo Clinic NLP system for patient smoking status identification
    • Savova GK, Ogren PV, Duffy PH, et al. Mayo Clinic NLP system for patient smoking status identification. J Am Med Inform Assoc 2008;15:25-8.
    • (2008) J Am Med Inform Assoc , vol.15 , pp. 25-28
    • Savova, G.K.1    Ogren, P.V.2    Duffy, P.H.3
  • 68
    • 84863554305 scopus 로고    scopus 로고
    • Portability of an algorithm to identify rheumatoid arthritis in electronic health records
    • Carroll RJ, Thompson WK, Eyler AE, et al. Portability of an algorithm to identify rheumatoid arthritis in electronic health records. J Am Med Inform Assoc 2012;19(e1):e162-9.
    • (2012) J Am Med Inform Assoc , vol.19 , Issue.E1
    • Carroll, R.J.1    Thompson, W.K.2    Eyler, A.E.3
  • 69
    • 84890494406 scopus 로고    scopus 로고
    • popHealth. (accessed Mar 2012).
    • popHealth. http://projectpophealth.org/ (accessed Mar 2012).
  • 70
    • 69549084684 scopus 로고    scopus 로고
    • The Shared Health Research Information Network (SHRINE): a prototype federated query tool for clinical data repositories
    • Weber GM, Murphy SN, McMurry AJ, et al. The Shared Health Research Information Network (SHRINE): a prototype federated query tool for clinical data repositories. J Am Med Inform Assoc 2009;16:624-30.
    • (2009) J Am Med Inform Assoc , vol.16 , pp. 624-630
    • Weber, G.M.1    Murphy, S.N.2    McMurry, A.J.3
  • 71
    • 84870749672 scopus 로고    scopus 로고
    • Analyzing the heterogeneity and complexity of electronic health record oriented phenotyping algorithms.
    • American Medical Informatics Association (AMIA) Annual Symposium
    • Conway M, Berg R, Carrell D, et al. Analyzing the heterogeneity and complexity of electronic health record oriented phenotyping algorithms. American Medical Informatics Association (AMIA) Annual Symposium, 2011.
    • (2011)
    • Conway, M.1    Berg, R.2    Carrell, D.3
  • 72
    • 84856771418 scopus 로고    scopus 로고
    • Validation of a common data model for active safety surveillance research
    • Overhage JM, Ryan PB, Reich CG, et al. Validation of a common data model for active safety surveillance research. J Am Med Inform Assoc 2012;19:54-60.
    • (2012) J Am Med Inform Assoc , vol.19 , pp. 54-60
    • Overhage, J.M.1    Ryan, P.B.2    Reich, C.G.3
  • 73
    • 84879925234 scopus 로고    scopus 로고
    • A semantic-web oriented representation of the clinical element model for secondary use of electronic health records data
    • Tao C, Jiang G, Oniki TA, et al. A semantic-web oriented representation of the clinical element model for secondary use of electronic health records data. J Am Med Inform Assoc 2013;20:554-62.
    • (2013) J Am Med Inform Assoc , vol.20 , pp. 554-562
    • Tao, C.1    Jiang, G.2    Oniki, T.A.3
  • 74
    • 79959640419 scopus 로고    scopus 로고
    • Targeted screening for pediatric conditions with the CHICA system
    • Carroll AE, Biondich PG, Anand V, et al. Targeted screening for pediatric conditions with the CHICA system. J Am Med Inform Assoc 2011;18:485-90.
    • (2011) J Am Med Inform Assoc , vol.18 , pp. 485-490
    • Carroll, A.E.1    Biondich, P.G.2    Anand, V.3
  • 75
    • 80053283492 scopus 로고    scopus 로고
    • Improving the validity of determining medication adherence from electronic health record medications orders
    • Carroll NM, Ellis JL, Luckett CF, et al. Improving the validity of determining medication adherence from electronic health record medications orders. J Am Med Inform Assoc 2011;18:717-20.
    • (2011) J Am Med Inform Assoc , vol.18 , pp. 717-720
    • Carroll, N.M.1    Ellis, J.L.2    Luckett, C.F.3
  • 76
    • 79958284921 scopus 로고    scopus 로고
    • Accuracy of a computerized clinical decision-support system for asthma assessment and management
    • Hoeksema LJ, Bazzy-Asaad A, Lomotan EA, et al. Accuracy of a computerized clinical decision-support system for asthma assessment and management. J Am Med Inform Assoc 2011;18:243-50.
    • (2011) J Am Med Inform Assoc , vol.18 , pp. 243-250
    • Hoeksema, L.J.1    Bazzy-Asaad, A.2    Lomotan, E.A.3
  • 77
    • 81055148067 scopus 로고    scopus 로고
    • The feasibility of automating audit and feedback for ART guideline adherence in Malawi
    • Landis Lewis Z, Mello-Thoms C, Gadabu OJ, et al. The feasibility of automating audit and feedback for ART guideline adherence in Malawi. J Am Med Inform Assoc 2011;18:868-74.
    • (2011) J Am Med Inform Assoc , vol.18 , pp. 868-874
    • Landis Lewis, Z.1    Mello-Thoms, C.2    Gadabu, O.J.3
  • 78
    • 84863544591 scopus 로고    scopus 로고
    • Drug side effect extraction from clinical narratives of psychiatry and psychology patients
    • Sohn S, Kocher JP, Chute CG, et al. Drug side effect extraction from clinical narratives of psychiatry and psychology patients. J Am Med Inform Assoc 2011;18(Suppl 1):i144-9.
    • (2011) J Am Med Inform Assoc , vol.18 , Issue.SUPPL. 1
    • Sohn, S.1    Kocher, J.P.2    Chute, C.G.3
  • 79
    • 79953104983 scopus 로고    scopus 로고
    • Early cost and safety benefits of an inpatient electronic health record
    • Zlabek JA, Wickus JW, Mathiason MA. Early cost and safety benefits of an inpatient electronic health record. J Am Med Inform Assoc 2011; 18:169-72.
    • (2011) J Am Med Inform Assoc , vol.18 , pp. 169-172
    • Zlabek, J.A.1    Wickus, J.W.2    Mathiason, M.A.3
  • 80
    • 84863049158 scopus 로고    scopus 로고
    • Improving patient safety via automated laboratory-based adverse event grading
    • Niland JC, Stiller T, Neat J, et al. Improving patient safety via automated laboratory-based adverse event grading. J Am Med Inform Assoc 2012;19:111-15.
    • (2012) J Am Med Inform Assoc , vol.19 , pp. 111-115
    • Niland, J.C.1    Stiller, T.2    Neat, J.3
  • 81
    • 84865183499 scopus 로고    scopus 로고
    • Presence of key findings in the medical record prior to a documented high-risk diagnosis
    • Feldman MJ, Hoffer EP, Barnett GO, et al. Presence of key findings in the medical record prior to a documented high-risk diagnosis. J Am Med Inform Assoc 2012;19:591-6.
    • (2012) J Am Med Inform Assoc , vol.19 , pp. 591-596
    • Feldman, M.J.1    Hoffer, E.P.2    Barnett, G.O.3
  • 82
    • 84863557462 scopus 로고    scopus 로고
    • Use of electronic health record data to evaluate overuse of cervical cancer screening
    • Mathias JS, Gossett D, Baker DW. Use of electronic health record data to evaluate overuse of cervical cancer screening. J Am Med Inform Assoc 2012;19 (e1):e96-e101.
    • (2012) J Am Med Inform Assoc , vol.19 , Issue.E1
    • Mathias, J.S.1    Gossett, D.2    Baker, D.W.3
  • 83
    • 84865174655 scopus 로고    scopus 로고
    • Validity of electronic health record-derived quality measurement for performance monitoring
    • Parsons A, McCullough C, Wang J, et al. Validity of electronic health record-derived quality measurement for performance monitoring. J Am Med Inform Assoc 2012;19:604-9.
    • (2012) J Am Med Inform Assoc , vol.19 , pp. 604-609
    • Parsons, A.1    McCullough, C.2    Wang, J.3
  • 84
    • 84881354155 scopus 로고    scopus 로고
    • Enhancing patient safety and quality of care by improving the usability of electronic health record systems: recommendations from AMIA
    • Middleton B, Bloomrosen M, Dente MA, et al. Enhancing patient safety and quality of care by improving the usability of electronic health record systems: recommendations from AMIA. J Am Med Inform Assoc 2013;20(e1):e2-8.
    • (2013) J Am Med Inform Assoc , vol.20 , Issue.E1
    • Middleton, B.1    Bloomrosen, M.2    Dente, M.A.3
  • 85
    • 81055149617 scopus 로고    scopus 로고
    • The impact of the heparin-induced thrombocytopenia (HIT) computerized alert on provider behaviors and patient outcomes
    • Austrian JS, Adelman JS, Reissman SH, et al. The impact of the heparin-induced thrombocytopenia (HIT) computerized alert on provider behaviors and patient outcomes. J Am Med Inform Assoc 2011;18:783-8.
    • (2011) J Am Med Inform Assoc , vol.18 , pp. 783-788
    • Austrian, J.S.1    Adelman, J.S.2    Reissman, S.H.3
  • 86
    • 79953136774 scopus 로고    scopus 로고
    • Effectiveness of an information technology intervention to improve prophylactic antibacterial use in the postoperative period
    • Haynes K, Linkin DR, Fishman NO, et al. Effectiveness of an information technology intervention to improve prophylactic antibacterial use in the postoperative period. J Am Med Inform Assoc 2011;18:164-8.
    • (2011) J Am Med Inform Assoc , vol.18 , pp. 164-168
    • Haynes, K.1    Linkin, D.R.2    Fishman, N.O.3
  • 87
    • 84863552304 scopus 로고    scopus 로고
    • Detecting pregnancy use of non-hormonal category X medications in electronic medical records
    • Strom BL, Schinnar R, Jones J, et al. Detecting pregnancy use of non-hormonal category X medications in electronic medical records. J Am Med Inform Assoc 2011;18(Suppl 1): i81-6.
    • (2011) J Am Med Inform Assoc , vol.18 , Issue.SUPPL. 1
    • Strom, B.L.1    Schinnar, R.2    Jones, J.3
  • 88
    • 79953074614 scopus 로고    scopus 로고
    • Evaluation of computer-generated reminders to improve CD4 laboratory monitoring in sub-Saharan Africa: a prospective comparative study
    • Were MC, Shen C, Tierney WM, et al. Evaluation of computer-generated reminders to improve CD4 laboratory monitoring in sub-Saharan Africa: a prospective comparative study. J Am Med Inform Assoc 2011;18:150-5.
    • (2011) J Am Med Inform Assoc , vol.18 , pp. 150-155
    • Were, M.C.1    Shen, C.2    Tierney, W.M.3
  • 89
    • 84862588879 scopus 로고    scopus 로고
    • The impact of electronic health records on care of heart failure patients in the emergency room
    • Connelly DP, Park YT, Du J, et al. The impact of electronic health records on care of heart failure patients in the emergency room. J Am Med Inform Assoc 2012;19:334-40.
    • (2012) J Am Med Inform Assoc , vol.19 , pp. 334-340
    • Connelly, D.P.1    Park, Y.T.2    Du, J.3
  • 90
    • 84865179956 scopus 로고    scopus 로고
    • The impact of an electronic health record on nurse sensitive patient outcomes: an interrupted time series analysis
    • Dowding DW, Turley M, Garrido T. The impact of an electronic health record on nurse sensitive patient outcomes: an interrupted time series analysis. J Am Med Inform Assoc 2012; 19:615-20.
    • (2012) J Am Med Inform Assoc , vol.19 , pp. 615-620
    • Dowding, D.W.1    Turley, M.2    Garrido, T.3
  • 91
    • 84856793024 scopus 로고    scopus 로고
    • Guided medication dosing for elderly emergency patients using real-time, computerized decision support
    • Griffey RT, Lo HG, Burdick E, et al. Guided medication dosing for elderly emergency patients using real-time, computerized decision support. J Am Med Inform Assoc 2012;19: 86-93.
    • (2012) J Am Med Inform Assoc , vol.19 , pp. 86-93
    • Griffey, R.T.1    Lo, H.G.2    Burdick, E.3
  • 92
    • 84862600282 scopus 로고    scopus 로고
    • Implementation of an innovative, integrated electronic medical record (EMR) and public health information exchange for HIV/AIDS
    • Herwehe J, Wilbright W, Abrams A, et al. Implementation of an innovative, integrated electronic medical record (EMR) and public health information exchange for HIV/AIDS. J Am Med Inform Assoc 2012;19:448-52.
    • (2012) J Am Med Inform Assoc , vol.19 , pp. 448-452
    • Herwehe, J.1    Wilbright, W.2    Abrams, A.3
  • 93
    • 84872248482 scopus 로고    scopus 로고
    • Using EHRs to integrate research with patient care: promises and challenges
    • Weng C, Appelbaum P, Hripcsak G, et al. Using EHRs to integrate research with patient care: promises and challenges. J Am Med Inform Assoc 2012;19:684-7.
    • (2012) J Am Med Inform Assoc , vol.19 , pp. 684-687
    • Weng, C.1    Appelbaum, P.2    Hripcsak, G.3
  • 94
    • 84871869069 scopus 로고    scopus 로고
    • Identifying clinical/translational research cohorts: ascertainment via querying an integrated multi-source database
    • Hurdle JF, Haroldsen SC, Hammer A, et al. Identifying clinical/translational research cohorts: ascertainment via querying an integrated multi-source database. J Am Med Inform Assoc 2013;20:164-71.
    • (2013) J Am Med Inform Assoc , vol.20 , pp. 164-171
    • Hurdle, J.F.1    Haroldsen, S.C.2    Hammer, A.3
  • 95
    • 84890536260 scopus 로고    scopus 로고
    • Defining a comprehensive verotype using electronic health records for personalized medicine
    • Boland MR, Hripcsak G, Shen Y, et al. Defining a comprehensive verotype using electronic health records for personalized medicine. J Am Med Inform Assoc 2013;20:e232-8.
    • (2013) J Am Med Inform Assoc , vol.20
    • Boland, M.R.1    Hripcsak, G.2    Shen, Y.3
  • 96
    • 84888200992 scopus 로고    scopus 로고
    • Applying active learning to high-throughput phenotyping algorithms for electronic health records data
    • Chen Y, Carroll RJ, Hinz ER, et al. Applying active learning to high-throughput phenotyping algorithms for electronic health records data. J Am Med Inform Assoc 2013;20:e253-9.
    • (2013) J Am Med Inform Assoc , vol.20
    • Chen, Y.1    Carroll, R.J.2    Hinz, E.R.3
  • 97
    • 84890396960 scopus 로고    scopus 로고
    • Leveraging electronic healthcare record standards and semantic web technologies for the identification of patient cohorts
    • Fernandez-Breis JT, Maldonado JA, Marcos M, et al. Leveraging electronic healthcare record standards and semantic web technologies for the identification of patient cohorts. J Am Med Inform Assoc 2013;20:e288-96.
    • (2013) J Am Med Inform Assoc , vol.20
    • Fernandez-Breis, J.T.1    Maldonado, J.A.2    Marcos, M.3
  • 98
    • 84890520376 scopus 로고    scopus 로고
    • Correlating electronic health record concepts with healthcare process events
    • Hripcsak G, Albers DJ. Correlating electronic health record concepts with healthcare process events. J Am Med Inform Assoc 2013;20:e311-8.
    • (2013) J Am Med Inform Assoc , vol.20
    • Hripcsak, G.1    Albers, D.J.2
  • 99
    • 84890320768 scopus 로고    scopus 로고
    • Patient-tailored prioritization for a pediatric care decision support system through machine learning
    • Klann JG, Anand V, Downs SM. Patient-tailored prioritization for a pediatric care decision support system through machine learning. J Am Med Inform Assoc 2013;20:e267-74.
    • (2013) J Am Med Inform Assoc , vol.20
    • Klann, J.G.1    Anand, V.2    Downs, S.M.3
  • 100
    • 84890402111 scopus 로고    scopus 로고
    • Design-phase prediction of potential cancer clinical trial accrual success using a research data mart
    • London JW, Balestrucci L, Chatterjee D, et al. Design-phase prediction of potential cancer clinical trial accrual success using a research data mart. J Am Med Inform Assoc 2013;20:e260-6.
    • (2013) J Am Med Inform Assoc , vol.20
    • London, J.W.1    Balestrucci, L.2    Chatterjee, D.3
  • 101
    • 84890404302 scopus 로고    scopus 로고
    • Use of computerized algorithm to identify individuals in need of testing for celiac disease
    • Ludvigsson JF, Pathak J, Murphy S, et al. Use of computerized algorithm to identify individuals in need of testing for celiac disease. J Am Med Inform Assoc 2013;20:e306-10.
    • (2013) J Am Med Inform Assoc , vol.20
    • Ludvigsson, J.F.1    Pathak, J.2    Murphy, S.3
  • 102
    • 84890337404 scopus 로고    scopus 로고
    • Identifying phenotypic signatures of neuropsychiatric disorders from electronic medical records
    • Lyalina S, Percha B, Lependu P, et al. Identifying phenotypic signatures of neuropsychiatric disorders from electronic medical records. J Am Med Inform Assoc 2013;20:e297-305.
    • (2013) J Am Med Inform Assoc , vol.20
    • Lyalina, S.1    Percha, B.2    Lependu, P.3
  • 103
    • 84890538875 scopus 로고    scopus 로고
    • A collaborative approach to developing an electronic health record phenotyping algorithm for drug-induced liver injury
    • Overby CL, Pathak J, Gottesman O, et al. A collaborative approach to developing an electronic health record phenotyping algorithm for drug-induced liver injury. J Am Med Inform Assoc 2013;20:e243-52.
    • (2013) J Am Med Inform Assoc , vol.20
    • Overby, C.L.1    Pathak, J.2    Gottesman, O.3
  • 104
    • 84890473073 scopus 로고    scopus 로고
    • Electronic health records based phenotyping in next-generation clinical trials: a perspective from the NIH Health Care Systems Collaboratory
    • Richesson RL, Hammond WE, Nahm M, et al. Electronic health records based phenotyping in next-generation clinical trials: a perspective from the NIH Health Care Systems Collaboratory. J Am Med Inform Assoc 2013;20:e226-31.
    • (2013) J Am Med Inform Assoc , vol.20
    • Richesson, R.L.1    Hammond, W.E.2    Nahm, M.3
  • 106
    • 84890526325 scopus 로고    scopus 로고
    • Ethical and practical challenges to studying patients who opt out of large-scale biorepository research
    • Rosenbloom ST, Madison JL, Brothers KB, et al. Ethical and practical challenges to studying patients who opt out of large-scale biorepository research. J Am Med Inform Assoc 2013;20:e221-5.
    • (2013) J Am Med Inform Assoc , vol.20
    • Rosenbloom, S.T.1    Madison, J.L.2    Brothers, K.B.3
  • 107
    • 84890318231 scopus 로고    scopus 로고
    • Using electronic health records data to identify patients with chronic pain in a primary care setting
    • Tian TY, Zlateva I, Anderson DR. Using electronic health records data to identify patients with chronic pain in a primary care setting. J Am Med Inform Assoc 2013;20:e275-80.
    • (2013) J Am Med Inform Assoc , vol.20
    • Tian, T.Y.1    Zlateva, I.2    Anderson, D.R.3
  • 108
    • 84890370603 scopus 로고    scopus 로고
    • Temporal phenome analysis of a large electronic health record cohort enables identification of hospital-acquired complications
    • Warner JL, Zollanvari A, Ding Q, et al. Temporal phenome analysis of a large electronic health record cohort enables identification of hospital-acquired complications. J Am Med Inform Assoc 2013;20:e281-7.
    • (2013) J Am Med Inform Assoc , vol.20
    • Warner, J.L.1    Zollanvari, A.2    Ding, Q.3
  • 109
    • 84890457821 scopus 로고    scopus 로고
    • An adaptable architecture for patient cohort identification from diverse data sources
    • Bache R, Miles S, Taweel A. An adaptable architecture for patient cohort identification from diverse data sources. J Am Med Inform Assoc 2013;20:e327-33.
    • (2013) J Am Med Inform Assoc , vol.20
    • Bache, R.1    Miles, S.2    Taweel, A.3
  • 110
    • 84890543618 scopus 로고    scopus 로고
    • Human subjects research protections: enhancing protections for research subjects and reducing burden, delay, and ambiguity for investigators.
    • Human subjects research protections: enhancing protections for research subjects and reducing burden, delay, and ambiguity for investigators. Federal Register 2011;76. http://www.gpo.gov/ fdsys/pkg/FR-2011-07-26/pdf/2011-18792.pdf
    • (2011) Federal Register , pp. 76
  • 111
    • 84890450624 scopus 로고    scopus 로고
    • e-Measures: insight into the challenges and opportunities of automating publicly reported quality measures.
    • Published Online First: 5 Aug 2013. doi: 10.1136/amiajnl-2013-001789
    • Garrido T, Kumar S, Lekas J, et al. e-Measures: insight into the challenges and opportunities of automating publicly reported quality measures. J Am Med Inform Assoc 2013. Published Online First: 5 Aug 2013. doi: 10.1136/amiajnl-2013-001789
    • (2013) J Am Med Inform Assoc
    • Garrido, T.1    Kumar, S.2    Lekas, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.