메뉴 건너뛰기




Volumn 9, Issue 11, 2014, Pages

Defining disease phenotypes using national linked electronic health records: A case study of atrial fibrillation

Author keywords

[No Author keywords available]

Indexed keywords

DIGOXIN; WARFARIN;

EID: 84958801628     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0110900     Document Type: Article
Times cited : (77)

References (69)
  • 2
    • 84874293811 scopus 로고    scopus 로고
    • Optimising use of electronic health records to describe the presentation of rheumatoid arthritis in primary care: A strategy for developing code lists
    • Nicholson A, Ford E, Davies KA, Smith HE, Rait G, et al. (2013) Optimising Use of Electronic Health Records to Describe the Presentation of Rheumatoid Arthritis in Primary Care: A Strategy for Developing Code Lists. Plos One. pp. e54878.
    • (2013) Plos One , pp. e54878
    • Nicholson, A.1    Ford, E.2    Davies, K.A.3    Smith, H.E.4    Rait, G.5
  • 3
    • 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, Wixted D, Simon GE, et al. (2013) Electronic health records based phenotyping in next-generation clinical trials: A perspective from the NIH Health Care Systems Collaboratory. Journal of the American Medical Informatics Association. pp. 1-7.
    • (2013) Journal of the American Medical Informatics Association , pp. 1-7
    • Richesson, R.L.1    Hammond, W.E.2    Nahm, M.3    Wixted, D.4    Simon, G.E.5
  • 7
    • 84901808693 scopus 로고    scopus 로고
    • Blood pressure and incidence of twelve cardiovascular diseases: Lifetime risks, Healthy life-years lost, and age-specific associations in 1.25 million people
    • Rapsomaniki E, Timmis A, George J, Pujades-Rodriguez M, Shah AD, et al. (2014) Blood pressure and incidence of twelve cardiovascular diseases: lifetime risks, healthy life-years lost, and age-specific associations in 1.25 million people. Lancet 383: 1899-1911.
    • (2014) Lancet , vol.383 , pp. 1899-1911
    • Rapsomaniki, E.1    Timmis, A.2    George, J.3    Pujades-Rodriguez, M.4    Shah, A.D.5
  • 8
    • 74249085955 scopus 로고    scopus 로고
    • A statistical dynamics approach to the study of human health data: Resolving population scale diurnal variation in laboratory data
    • Albers DJ, Hripcsak G (2010) A statistical dynamics approach to the study of human health data: Resolving population scale diurnal variation in laboratory data. Physics Letters A 374: 1159-1164.
    • (2010) Physics Letters A , vol.374 , pp. 1159-1164
    • Albers, D.J.1    Hripcsak, G.2
  • 9
    • 84859360988 scopus 로고    scopus 로고
    • Using time-delayed mutual information to discover and interpret temporal correlation structure in complex populations
    • Woodbury, NY
    • Albers DJ, Hripcsak G (2012) Using time-delayed mutual information to discover and interpret temporal correlation structure in complex populations. Chaos (Woodbury, NY) 22: 013111-013111.
    • (2012) Chaos , vol.22 , pp. 13111
    • Albers, D.J.1    Hripcsak, G.2
  • 10
    • 79957482449 scopus 로고    scopus 로고
    • Risk of death and cardiovascular events in initially healthy women with new-onset atrial fibrillation
    • Conen D, Chae CU, Glynn RJ, Tedrow UB, Everett BM, et al. (2011) Risk of death and cardiovascular events in initially healthy women with new-onset atrial fibrillation. JAMA. pp. 2080-2087.
    • (2011) JAMA , pp. 2080-2087
    • Conen, D.1    Chae, C.U.2    Glynn, R.J.3    Tedrow, U.B.4    Everett, B.M.5
  • 12
    • 84872151662 scopus 로고    scopus 로고
    • Data resource profile: Cardiovascular disease research using linked bespoke studies and electronic health records (caliber)
    • Denaxas SC, George J, Herrett E, Shah AD, Kalra D, et al. (2012) Data Resource Profile: Cardiovascular disease research using linked bespoke studies and electronic health records (CALIBER). International Journal of Epidemiology. pp. 1625-1638.
    • (2012) International Journal of Epidemiology , pp. 1625-1638
    • Denaxas, S.C.1    George, J.2    Herrett, E.3    Shah, A.D.4    Kalra, D.5
  • 13
    • 84868523625 scopus 로고    scopus 로고
    • 2012 Focused update of the ESC guidelines for the management of atrial fibrillation: An update of the 2010 ESC guidelines for the management of atrial fibrillation. Developed with the special contribution of the European heart rhythm association
    • Camm AJ, Lip GYH, De Caterina R, Savelieva I, Atar D, et al. (2012) 2012 focused update of the ESC Guidelines for the management of atrial fibrillation: An update of the 2010 ESC Guidelines for the management of atrial fibrillation. Developed with the special contribution of the European Heart Rhythm Association. European heart journal 33: 2719-2747.
    • (2012) European Heart Journal , vol.33 , pp. 2719-2747
    • Camm, A.J.1    Lip, G.Y.H.2    De Caterina, R.3    Savelieva, I.4    Atar, D.5
  • 15
    • 84874477275 scopus 로고    scopus 로고
    • Atrial fibrillation guidelines across the atlantic: A comparison of the current recommendations of the European society of cardiology
    • European Heart Rhythm Association/European Association of Cardiothoracic Surgeons, the American College of Cardiology Foundation/American Heart Association/Heart Rhythm Society, and the Canadian Cardiovascular Society
    • Kirchhof P, Curtis AB, Skanes AC, Gillis AM, Samuel Wann L, et al. (2013) Atrial fibrillation guidelines across the Atlantic: A comparison of the current recommendations of the European Society of Cardiology/European Heart Rhythm Association/European Association of Cardiothoracic Surgeons, the American College of Cardiology Foundation/American Heart Association/Heart Rhythm Society, and the Canadian Cardiovascular Society. European heart journal 34: 1471-1474.
    • (2013) European Heart Journal , vol.34 , pp. 1471-1474
    • Kirchhof, P.1    Curtis, A.B.2    Skanes, A.C.3    Gillis, A.M.4    Samuel, W.L.5
  • 16
    • 34548441144 scopus 로고    scopus 로고
    • Screening versus routine practice in detection of atrial fibrillation in patients aged 65 or over: Cluster randomised controlled trial
    • Clinical research ed
    • Fitzmaurice DA, Hobbs FDR, Jowett S, Mant J, Murray ET, et al. (2007) Screening versus routine practice in detection of atrial fibrillation in patients aged 65 or over: cluster randomised controlled trial. BMJ (Clinical research ed) 335: 383-383.
    • (2007) BMJ , vol.335 , pp. 383
    • Fitzmaurice, D.A.1    Hobbs, F.D.R.2    Jowett, S.3    Mant, J.4    Murray, E.T.5
  • 17
    • 84892865815 scopus 로고    scopus 로고
    • Atrial fibrillation: Improvement in identification and stroke preventive therapy - data from the UK clinical practice research datalink, 2000-2012
    • Scowcroft ACE, Cowie MR (2014) Atrial fibrillation: improvement in identification and stroke preventive therapy - data from the UK Clinical Practice Research Datalink, 2000-2012. International journal of cardiology 171: 169-173.
    • (2014) International Journal of Cardiology , vol.171 , pp. 169-173
    • Scowcroft, A.C.E.1    Cowie, M.R.2
  • 18
    • 84875630016 scopus 로고    scopus 로고
    • The quality and outcomes framework-where next?
    • Clinical research ed
    • Gillam S, Steel N (2013) The Quality and Outcomes Framework-where next? BMJ (Clinical research ed) 346: f659-f659.
    • (2013) BMJ , vol.346 , pp. f659-f659
    • Gillam, S.1    Steel, N.2
  • 19
    • 66849130660 scopus 로고    scopus 로고
    • National Institute for Health and Care Excellence, Available, Accesssed 2014 Oct 2
    • National Institute for Health and Care Excellence (2006) Atrial fibrillation: The management of atrial fibrillation. Available: http://www.nice.org.uk/guidance/cg36/resources/guidance-atrial-fibrillation-the-management-of-atrial-fibrillation-pdf. Accesssed 2014 Oct 2.
    • (2006) Atrial Fibrillation: The Management of Atrial Fibrillation
  • 20
    • 77956976489 scopus 로고    scopus 로고
    • Long-term use of antiinflammatory drugs and risk of atrial fibrillation
    • De Caterina R, Ruigómez A, Rodríguez LAG (2010) Long-term use of antiinflammatory drugs and risk of atrial fibrillation. Arch Intern Med. pp. 1450-1455.
    • (2010) Arch Intern Med , pp. 1450-1455
    • De Caterina, R.1    Ruigómez, A.2    Rodríguez, L.A.G.3
  • 21
    • 80155179455 scopus 로고    scopus 로고
    • Risks of stroke and mortality associated with suboptimal anticoagulation in atrial fibrillation patients
    • Gallagher AM, Setakis E, Plumb JM, Clemens A, Van Staa T-P (2011) Risks of stroke and mortality associated with suboptimal anticoagulation in atrial fibrillation patients. Thromb Haemost. pp. 968-977.
    • (2011) Thromb Haemost , pp. 968-977
    • Gallagher, A.M.1    Setakis, E.2    Plumb, J.M.3    Clemens, A.4    Van Staa, T.-P.5
  • 22
    • 62749177553 scopus 로고    scopus 로고
    • Oral bisphosphonates and risk of atrial fibrillation and flutter in women: A self- controlled case-series safety analysis
    • Grosso A, Douglas I, Hingorani A, MacAllister R, Smeeth L (2009) Oral Bisphosphonates and Risk of Atrial Fibrillation and Flutter in Women: A Self- Controlled Case-Series Safety Analysis. PLoS ONE. pp. e4720.
    • (2009) Plos One , pp. e4720
    • Grosso, A.1    Douglas, I.2    Hingorani, A.3    MacAllister, R.4    Smeeth, L.5
  • 25
    • 33748683148 scopus 로고    scopus 로고
    • Stsegment abnormalities and premature complexes are predictors of new-onset atrial fibrillation: The niigata preventive medicine study
    • Watanabe H, Tanabe N, Makiyama Y, Chopra SS, Okura Y, et al. (2006) STsegment abnormalities and premature complexes are predictors of new-onset atrial fibrillation: The Niigata preventive medicine study. Am Heart J 152: 731- 735.
    • (2006) Am Heart J , vol.152 , pp. 731-735
    • Watanabe, H.1    Tanabe, N.2    Makiyama, Y.3    Chopra, S.S.4    Okura, Y.5
  • 26
    • 84865237108 scopus 로고    scopus 로고
    • Psoriasis and risk of atrial fibrillation and ischaemic stroke: A danish nationwide cohort study
    • Ahlehoff O, Gislason GH, Jørgensen CH, Lindhardsen J, Charlot M, et al. (2012) Psoriasis and risk of atrial fibrillation and ischaemic stroke: A Danish Nationwide Cohort Study. European heart journal 33: 2054-2064.
    • (2012) European Heart Journal , vol.33 , pp. 2054-2064
    • Ahlehoff, O.1    Gislason, G.H.2    Jørgensen, C.H.3    Lindhardsen, J.4    Charlot, M.5
  • 27
    • 67049136062 scopus 로고    scopus 로고
    • Incidence of atrial fibrillation in whites and African-Americans: The atherosclerosis risk in communities (ARIC) study
    • Alonso A, Agarwal SK, Soliman EZ, Ambrose M, Chamberlain AM, et al. (2009) Incidence of atrial fibrillation in whites and African-Americans: The Atherosclerosis Risk in Communities (ARIC) study. American Heart Journal 158: 111-117.
    • (2009) American Heart Journal , vol.158 , pp. 111-117
    • Alonso, A.1    Agarwal, S.K.2    Soliman, E.Z.3    Ambrose, M.4    Chamberlain, A.M.5
  • 29
    • 80054052563 scopus 로고    scopus 로고
    • Increased risk of atrial fibrillation in patients with coeliac disease: A nationwide cohort study
    • Emilsson L, Smith JG, West J, Melander O, Ludvigsson JF (2011) Increased risk of atrial fibrillation in patients with coeliac disease: A nationwide cohort study. European heart journal 32: 2430-2437.
    • (2011) European Heart Journal , vol.32 , pp. 2430-2437
    • Emilsson, L.1    Smith, J.G.2    West, J.3    Melander, O.4    Ludvigsson, J.F.5
  • 30
    • 77956311965 scopus 로고    scopus 로고
    • Orthostatic hypotension and long-term incidence of atrial fibrillation: The malmö preventive project
    • Fedorowski A, Hedblad B, Engström G, Gustav Smith J, Melander O (2010) Orthostatic hypotension and long-term incidence of atrial fibrillation: The Malmö Preventive Project. Journal of internal medicine 268: 383-389.
    • (2010) Journal of Internal Medicine , vol.268 , pp. 383-389
    • Fedorowski, A.1    Hedblad, B.2    Engström, G.3    Gustav, S.J.4    Melander, O.5
  • 31
    • 1542577591 scopus 로고    scopus 로고
    • Rising rates of hospital admissions for atrial fibrillation
    • Cambridge, Mass
    • Friberg J, Buch P, Scharling H, Gadsbphioll N, Jensen GB (2003) Rising rates of hospital admissions for atrial fibrillation. Epidemiology (Cambridge, Mass) 14: 666-672.
    • (2003) Epidemiology , vol.14 , pp. 666-672
    • Friberg, J.1    Buch, P.2    Scharling, H.3    Gadsbphioll, N.4    Jensen, G.B.5
  • 32
    • 6344289586 scopus 로고    scopus 로고
    • Alcohol and risk of atrial fibrillation or flutter: A cohort study
    • Frost L, Vestergaard P (2004) Alcohol and risk of atrial fibrillation or flutter: A cohort study. Archives of internal medicine 164: 1993-1998.
    • (2004) Archives of Internal Medicine , vol.164 , pp. 1993-1998
    • Frost, L.1    Vestergaard, P.2
  • 33
    • 84863988368 scopus 로고    scopus 로고
    • Importance of physical fitness on predictive effect of body mass index and weight gain on incident atrial fibrillation in healthy middle-age men
    • Grundvold I, Skretteberg PT, Liestøl K, Gjesdal K, Erikssen G, et al. (2012) Importance of physical fitness on predictive effect of body mass index and weight gain on incident atrial fibrillation in healthy middle-age men. The American journal of cardiology 110: 425-432.
    • (2012) The American Journal of Cardiology , vol.110 , pp. 425-432
    • Grundvold, I.1    Skretteberg, P.T.2    Liestøl, K.3    Gjesdal, K.4    Erikssen, G.5
  • 36
    • 0030855939 scopus 로고    scopus 로고
    • Incidence of and risk factors for atrial fibrillation in older adults
    • Psaty BM, Manolio TA, Kuller LH, Kronmal RA, Cushman M, et al. (1997) Incidence of and risk factors for atrial fibrillation in older adults. Circulation 96: 2455-2461.
    • (1997) Circulation , vol.96 , pp. 2455-2461
    • Psaty, B.M.1    Manolio, T.A.2    Kuller, L.H.3    Kronmal, R.A.4    Cushman, M.5
  • 38
    • 84870487294 scopus 로고    scopus 로고
    • The spectrum of thyroid disease and risk of new onset atrial fibrillation: A large population cohort study
    • Clinical research ed
    • Selmer C, Olesen JB, Hansen ML, Lindhardsen J, Olsen A-MS, et al. (2012) The spectrum of thyroid disease and risk of new onset atrial fibrillation: A large population cohort study. BMJ (Clinical research ed) 345: E7895-e7895.
    • (2012) BMJ , vol.345 , pp. e7895-e7895
    • Selmer, C.1    Olesen, J.B.2    Hansen, M.L.3    Lindhardsen, J.4    Olsen, A.-M.S.5
  • 39
    • 0034778819 scopus 로고    scopus 로고
    • Population prevalence, incidence, and predictors of atrial fibrillation in the renfrew/paisley study
    • British Cardiac Society
    • Stewart S, Hart CL, Hole DJ, McMurray JJ (2001) Population prevalence, incidence, and predictors of atrial fibrillation in the Renfrew/Paisley study. Heart (British Cardiac Society) 86: 516-521.
    • (2001) Heart , vol.86 , pp. 516-521
    • Stewart, S.1    Hart, C.L.2    Hole, D.J.3    McMurray, J.J.4
  • 40
    • 0037032224 scopus 로고    scopus 로고
    • Left ventricular diastolic dysfunction as a predictor of the first diagnosed nonvalvular atrial fibrillation in 840 elderly men and women
    • Tsang TSM, Gersh BJ, Appleton CP, Tajik AJ, Barnes ME, et al. (2002) Left ventricular diastolic dysfunction as a predictor of the first diagnosed nonvalvular atrial fibrillation in 840 elderly men and women. Journal of the American College of Cardiology 40: 1636-1644.
    • (2002) Journal of the American College of Cardiology , vol.40 , pp. 1636-1644
    • Tsang, T.S.M.1    Gersh, B.J.2    Appleton, C.P.3    Tajik, A.J.4    Barnes, M.E.5
  • 43
    • 84869089139 scopus 로고    scopus 로고
    • Race-specific impact of atrial fibrillation risk factors in blacks and whites in the southern community cohort study
    • Lipworth L, Okafor H, Mumma MT, Edwards TL, Roden DM, et al. (2012) Race-specific impact of atrial fibrillation risk factors in blacks and whites in the southern community cohort study. The American journal of cardiology 110: 1637-1642.
    • (2012) The American Journal of Cardiology , vol.110 , pp. 1637-1642
    • Lipworth, L.1    Okafor, H.2    Mumma, M.T.3    Edwards, T.L.4    Roden, D.M.5
  • 44
    • 63549128931 scopus 로고    scopus 로고
    • Impaired heart rate recovery is associated with new-onset atrial fibrillation: A prospective cohort study
    • Maddox TM, Ross C, Ho PM, Magid D, Rumsfeld JS (2009) Impaired heart rate recovery is associated with new-onset atrial fibrillation: A prospective cohort study. BMC cardiovascular disorders 9: 11-11.
    • (2009) BMC Cardiovascular Disorders , vol.9 , pp. 11
    • Maddox, T.M.1    Ross, C.2    Ho, P.M.3    Magid, D.4    Rumsfeld, J.S.5
  • 47
    • 84891749517 scopus 로고    scopus 로고
    • The human phenotype ontology project: Linking molecular biology and disease through phenotype data
    • Köhler S, Doelken SC, Mungall CJ, Bauer S, Firth HV, et al. (2014) The Human Phenotype Ontology project: linking molecular biology and disease through phenotype data. Nucleic acids research 42: D966-D974.
    • (2014) Nucleic Acids Research , vol.42 , pp. D966-D974
    • Köhler, S.1    Doelken, S.C.2    Mungall, C.J.3    Bauer, S.4    Firth, H.V.5
  • 48
    • 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 RL, Chute CG, Kullo IJ, Jarvik GP, et al. (2011) The eMERGE Network: A consortium of biorepositories linked to electronic medical records data for conducting genomic studies. BMC medical genomics 4: 13-13.
    • (2011) BMC Medical Genomics , vol.4 , pp. 13
    • McCarty, C.1    Chisholm, R.L.2    Chute, C.G.3    Kullo, I.J.4    Jarvik, G.P.5
  • 50
    • 82655165845 scopus 로고    scopus 로고
    • Using electronic medical records to enable large-scale studies in psychiatry: Treatment resistant depression as a model
    • Perlis RH, Iosifescu DV, Castro VM, Murphy SN, Gainer VS, et al. (2012) Using electronic medical records to enable large-scale studies in psychiatry: Treatment resistant depression as a model. Psychol Med. pp. 41-50.
    • (2012) Psychol Med , pp. 41-50
    • Perlis, R.H.1    Iosifescu, D.V.2    Castro, V.M.3    Murphy, S.N.4    Gainer, V.S.5
  • 51
    • 84865077477 scopus 로고    scopus 로고
    • Building a robust, scalable and standards-driven infrastructure for secondary use of EHR data: The sharpn project
    • Rea S, Pathak J, Savova G, Oniki TA, Westberg L, et al. (2012) Building a robust, scalable and standards-driven infrastructure for secondary use of EHR data: The SHARPn project. Journal of Biomedical Informatics. pp. 763-771.
    • (2012) Journal of Biomedical Informatics , pp. 763-771
    • Rea, S.1    Pathak, J.2    Savova, G.3    Oniki, T.A.4    Westberg, L.5
  • 52
    • 77950338000 scopus 로고    scopus 로고
    • Robust replication of genotype-phenotype associations across multiple diseases in an electronic medical record
    • Ritchie MD, Denny JC, Crawford DC, Ramirez AH, Weiner JB, et al. (2010) Robust replication of genotype-phenotype associations across multiple diseases in an electronic medical record. American journal of human genetics 86: 560-572.
    • (2010) American Journal of Human Genetics , vol.86 , pp. 560-572
    • Ritchie, M.D.1    Denny, J.C.2    Crawford, D.C.3    Ramirez, A.H.4    Weiner, J.B.5
  • 54
    • 0000336139 scopus 로고
    • Regression models and life-tables
    • Cox DR (1972) Regression models and life-tables. J R Stat Soc Ser B 34.
    • (1972) J R Stat Soc Ser B , vol.34
    • Cox, D.R.1
  • 56
  • 57
    • 84865451886 scopus 로고    scopus 로고
    • Prevalence of atrial fibrillation in the general population and in high-risk groups: The echoes study
    • Davis RC, Hobbs FDR, Kenkre JE, Roalfe AK, Iles R, et al. (2012) Prevalence of atrial fibrillation in the general population and in high-risk groups: The ECHOES study. Europace 14: 1553-1559.
    • (2012) Europace , vol.14 , pp. 1553-1559
    • Davis, R.C.1    Hobbs, F.D.R.2    Kenkre, J.E.3    Roalfe, A.K.4    Iles, R.5
  • 58
    • 60649118584 scopus 로고    scopus 로고
    • Development of a risk score for atrial fibrillation (framingham heart study): A community-based cohort study
    • Schnabel RB, Sullivan LM, Levy D, Pencina MJ, Massaro JM, et al. (2009) Development of a risk score for atrial fibrillation (Framingham Heart Study): A community-based cohort study. Lancet 373: 739-745.
    • (2009) Lancet , vol.373 , pp. 739-745
    • Schnabel, R.B.1    Sullivan, L.M.2    Levy, D.3    Pencina, M.J.4    Massaro, J.M.5
  • 59
    • 84878293061 scopus 로고    scopus 로고
    • Completeness and diagnostic validity of recording acute myocardial infarction events in primary care, hospital care, disease registry, and national mortality records: Cohort study
    • Herrett E, Shah AD, Boggon R, Denaxas S, Smeeth L, et al. (2013) Completeness and diagnostic validity of recording acute myocardial infarction events in primary care, hospital care, disease registry, and national mortality records: cohort study. BMJ. pp. f2350.
    • (2013) BMJ , pp. f2350
    • Herrett, E.1    Shah, A.D.2    Boggon, R.3    Denaxas, S.4    Smeeth, L.5
  • 60
    • 49949103131 scopus 로고    scopus 로고
    • Identifying patients with a cancer diagnosis using general practice medical records and cancer registry data
    • Pascoe SW, Neal RD, Heywood PL, Allgar VL, Miles JN, et al. (2008) Identifying patients with a cancer diagnosis using general practice medical records and Cancer Registry data. Family practice 25: 215-220.
    • (2008) Family Practice , vol.25 , pp. 215-220
    • Pascoe, S.W.1    Neal, R.D.2    Heywood, P.L.3    Allgar, V.L.4    Miles, J.N.5
  • 62
    • 33947306795 scopus 로고    scopus 로고
    • Epidemiology of angina pectoris: Role of natural language processing of the medical record
    • Pakhomov SS, Hemingway H, Weston SA, Jacobsen SJ, Rodeheffer R, et al. (2007) Epidemiology of angina pectoris: Role of natural language processing of the medical record. Am Heart J 153: 666-673.
    • (2007) Am Heart J , vol.153 , pp. 666-673
    • Pakhomov, S.S.1    Hemingway, H.2    Weston, S.A.3    Jacobsen, S.J.4    Rodeheffer, R.5
  • 63
    • 84864743926 scopus 로고    scopus 로고
    • The freetext matching algorithm: A computer program to extract diagnoses and causes of death from unstructured text in electronic health records
    • Shah AD, Martinez C, Hemingway H (2012) The freetext matching algorithm: A computer program to extract diagnoses and causes of death from unstructured text in electronic health records. BMC Medical Informatics & Decision Making 12.
    • (2012) BMC Medical Informatics & Decision Making , vol.12
    • Shah, A.D.1    Martinez, C.2    Hemingway, H.3
  • 64
    • 84856021032 scopus 로고    scopus 로고
    • Extracting diagnoses and investigation results from unstructured text in electronic health records by semi-supervised machine learning
    • Wang Z, Shah AD, Tate AR, Denaxas S, Shawe-Taylor J, et al. (2012) Extracting diagnoses and investigation results from unstructured text in electronic health records by semi-supervised machine learning. Plos One 7: E30412.
    • (2012) Plos One , vol.7 , pp. e30412
    • Wang, Z.1    Shah, A.D.2    Tate, A.R.3    Denaxas, S.4    Shawe-Taylor, J.5
  • 66
    • 84885147865 scopus 로고    scopus 로고
    • Temporal properties of diagnosis code time series in aggregate
    • Perotte A, Hripcsak G (2013) Temporal properties of diagnosis code time series in aggregate. IEEE Journal Biomed Health Inform 17: 477-483.
    • (2013) IEEE Journal Biomed Health Inform , vol.17 , pp. 477-483
    • Perotte, A.1    Hripcsak, G.2
  • 67
    • 84859215798 scopus 로고    scopus 로고
    • What makes UK biobank special?
    • Collins R (2012) What makes UK Biobank special? Lancet 379: 1173-1174.
    • (2012) Lancet , vol.379 , pp. 1173-1174
    • Collins, R.1
  • 68
    • 77950803611 scopus 로고    scopus 로고
    • Atrial fibrillation in the malmo diet and cancer study: A study of occurrence, risk factors and diagnostic validity
    • Smith JG, Platonov PG, Hedblad B, Engstrom G, Melander O (2010) Atrial fibrillation in the Malmo Diet and Cancer study: A study of occurrence, risk factors and diagnostic validity. Eur J Epidemiol 25: 95-102.
    • (2010) Eur J Epidemiol , vol.25 , pp. 95-102
    • Smith, J.G.1    Platonov, P.G.2    Hedblad, B.3    Engstrom, G.4    Melander, O.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.