메뉴 건너뛰기




Volumn 107, Issue 9, 2018, Pages 778-787

Underestimated prevalence of heart failure in hospital inpatients: a comparison of ICD codes and discharge letter information

Author keywords

Data warehouse; Electronic health records; Heart failure; ICD coding; Information extraction

Indexed keywords

ACCURACY; ADULT; AGED; ALGORITHM; ANEMIA; ARTICLE; BRAIN HEMORRHAGE; CARDIOMYOPATHY; CHRONIC OBSTRUCTIVE LUNG DISEASE; CLASSIFICATION; COHORT ANALYSIS; COMORBIDITY ASSESSMENT; COMPARATIVE STUDY; CONTROLLED STUDY; DEATH; DEPRESSION; DIAGNOSTIC ACCURACY; ECHOCARDIOGRAPHY; ECONOMIC EVALUATION; FEMALE; GERMANY; HEART ATRIUM ENLARGEMENT; HEART CATHETERIZATION; HEART FAILURE; HEART LEFT VENTRICLE EJECTION FRACTION; HOSPITAL DISCHARGE; HOSPITAL PATIENT; HUMAN; INCIDENCE; INFARCTION; INTERNATIONAL CLASSIFICATION OF DISEASES; ISCHEMIC HEART DISEASE; LANGUAGE; MAJOR CLINICAL STUDY; MALE; MEDICAL INFORMATION SYSTEM; MIDDLE AGED; OVERALL SURVIVAL; PERFORMANCE; PHYSICIAN; PREVALENCE; PRODUCTIVITY; RETROSPECTIVE STUDY; SENSITIVITY ANALYSIS; VALIDATION PROCESS; YOUNG ADULT; ELECTRONIC HEALTH RECORD; FOLLOW UP; FORECASTING; STATISTICS AND NUMERICAL DATA;

EID: 85045418190     PISSN: 18610684     EISSN: 18610692     Source Type: Journal    
DOI: 10.1007/s00392-018-1245-z     Document Type: Article
Times cited : (30)

References (29)
  • 1
    • 85051968951 scopus 로고    scopus 로고
    • Accessed Mar
    • Federal Statistical Office. http://www.gbe.de. Accessed Mar 2017
    • (2017)
  • 2
    • 84868664180 scopus 로고    scopus 로고
    • Is your clinical documentation improvement program compliant?
    • Asakura K, Ordal E (2012) Is your clinical documentation improvement program compliant? Health Financ Manag 66(10):96–100
    • (2012) Health Financ Manag , vol.66 , Issue.10 , pp. 96-100
    • Asakura, K.1    Ordal, E.2
  • 3
    • 53149116288 scopus 로고    scopus 로고
    • Factors influencing the quality of medical documentation when a paper-based medical records system is replaced with an electronic medical records system: an Iranian case study
    • PID: 18828939
    • Pourasghar F, Malekafzali H, Koch S, Fors U (2008) Factors influencing the quality of medical documentation when a paper-based medical records system is replaced with an electronic medical records system: an Iranian case study. Int J Technol Assess Health Care 24(4):445–451
    • (2008) Int J Technol Assess Health Care , vol.24 , Issue.4 , pp. 445-451
    • Pourasghar, F.1    Malekafzali, H.2    Koch, S.3    Fors, U.4
  • 8
    • 85083093255 scopus 로고    scopus 로고
    • Information extraction from unstructured electronic health records and integration into a Data Warehouse
    • Fette G, Ertl M, Wörner A, Kluegl P, Störk S, Puppe F (2012) Information extraction from unstructured electronic health records and integration into a Data Warehouse, Lecture notes in informatics (LNI) vol 208, pp 1238–1252
    • (2012) Lecture Notes in Informatics (LNI) , vol.208 , pp. 1238-1252
    • Fette, G.1    Ertl, M.2    Wörner, A.3    Kluegl, P.4    Störk, S.5    Puppe, F.6
  • 9
    • 84983002201 scopus 로고    scopus 로고
    • Data linkage from clinical to study databases via an R data warehouse user interface. Experiences from a large clinical follow-up study
    • PID: 27405886
    • Kaspar M, Ertl M, Fette G, Dietrich G, Toepfer M, Angermann C, Störk S, Puppe F (2016) Data linkage from clinical to study databases via an R data warehouse user interface. Experiences from a large clinical follow-up study. Methods Inf Med 55(4):381–386
    • (2016) Methods Inf Med , vol.55 , Issue.4 , pp. 381-386
    • Kaspar, M.1    Ertl, M.2    Fette, G.3    Dietrich, G.4    Toepfer, M.5    Angermann, C.6    Störk, S.7    Puppe, F.8
  • 11
    • 84946960223 scopus 로고    scopus 로고
    • Integrated tools for query-driven development of light-weight ontologies and information extraction components
    • Ide N, Grivolla J, (eds), Association for Computational Linguistics and Dublin City University
    • Toepfer M, Fette G, Beck PD, Klügl P, Puppe F (2014) Integrated tools for query-driven development of light-weight ontologies and information extraction components. In: Ide N, Grivolla J, (eds) Proceedings of the workshop on open infrastructures and analysis frameworks for HLT; Association for Computational Linguistics and Dublin City University, pp 83–92
    • (2014) Proceedings of the Workshop on Open Infrastructures and Analysis Frameworks for HLT , pp. 83-92
    • Toepfer, M.1    Fette, G.2    Beck, P.D.3    Klügl, P.4    Puppe, F.5
  • 13
    • 84863304598 scopus 로고    scopus 로고
    • R Foundation for Statistical Computing, Vienna, 3-900051-07-0, Accessed 13 Apr 2018
    • R Development Core Team (2008) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna. ISBN 3-900051-07-0. http://www.R-project.org. Accessed 13 Apr 2018
    • (2008) R: A Language and Environment for Statistical Computing
  • 14
    • 77958514263 scopus 로고    scopus 로고
    • Administrative data have high variation in validity for recording heart failure
    • Quach S, Blais C, Quan H (2010) Administrative data have high variation in validity for recording heart failure. Can J Cardiol 26(8):e306–e312
    • (2010) Can J Cardiol , vol.26 , Issue.8 , pp. e306-e312
    • Quach, S.1    Blais, C.2    Quan, H.3
  • 15
    • 84878465550 scopus 로고    scopus 로고
    • Identifying cases of congestive heart failure from administrative data: a validation study using primary care patient records
    • PID: 23735455
    • Schultz SE, Rothwell DM, Chen Z, Tu K (2013) Identifying cases of congestive heart failure from administrative data: a validation study using primary care patient records. Chronic Dis Inj Can 33(3):160–166
    • (2013) Chronic Dis Inj Can , vol.33 , Issue.3 , pp. 160-166
    • Schultz, S.E.1    Rothwell, D.M.2    Chen, Z.3    Tu, K.4
  • 17
    • 84929453485 scopus 로고    scopus 로고
    • Assessing the use of international classification of diseases-10th revision codes from the emergency department for the identification of acute heart failure
    • PID: 25951759
    • Frolova N, Bakal JA, McAlister FA, Rowe BH, Quan H, Kaul P, Ezekowitz JA (2015) Assessing the use of international classification of diseases-10th revision codes from the emergency department for the identification of acute heart failure. JACC Heart Fail 3(5):386–391
    • (2015) JACC Heart Fail , vol.3 , Issue.5 , pp. 386-391
    • Frolova, N.1    Bakal, J.A.2    McAlister, F.A.3    Rowe, B.H.4    Quan, H.5    Kaul, P.6    Ezekowitz, J.A.7
  • 18
    • 84894052968 scopus 로고    scopus 로고
    • Database queries for hospitalizations for acute congestive heart failure: flexible methods and validation based on set theory
    • PID: 24113802
    • Rosenman M, He J, Martin J, Nutakki K, Eckert G, Lane K, Gradus-Pizlo I, Hui SL (2014) Database queries for hospitalizations for acute congestive heart failure: flexible methods and validation based on set theory. J Am Med Inform Assoc 21(2):345–352
    • (2014) J Am Med Inform Assoc , vol.21 , Issue.2 , pp. 345-352
    • Rosenman, M.1    He, J.2    Martin, J.3    Nutakki, K.4    Eckert, G.5    Lane, K.6    Gradus-Pizlo, I.7    Hui, S.L.8
  • 19
    • 74549164171 scopus 로고    scopus 로고
    • Comparing methods for identifying patients with heart failure using electronic data sources
    • PID: 20021648
    • Alqaisi F, Williams LK, Peterson EL, Lanfear DE (2009) Comparing methods for identifying patients with heart failure using electronic data sources. BMC Health Serv Res 9:237
    • (2009) BMC Health Serv Res , vol.9 , pp. 237
    • Alqaisi, F.1    Williams, L.K.2    Peterson, E.L.3    Lanfear, D.E.4
  • 20
    • 84883570707 scopus 로고    scopus 로고
    • Classification of acute decompensated heart failure: an automated algorithm compared with a physician reviewer panel: the Atherosclerosis Risk in Communities study
    • PID: 23650310
    • Loehr LR, Agarwal SK, Baggett C, Wruck LM, Chang PP, Solomon SD, Shahar E, Ni H, Rosamond WD, Heiss G (2013) Classification of acute decompensated heart failure: an automated algorithm compared with a physician reviewer panel: the Atherosclerosis Risk in Communities study. Circ Heart Fail 6(4):719–726
    • (2013) Circ Heart Fail , vol.6 , Issue.4 , pp. 719-726
    • Loehr, L.R.1    Agarwal, S.K.2    Baggett, C.3    Wruck, L.M.4    Chang, P.P.5    Solomon, S.D.6    Shahar, E.7    Ni, H.8    Rosamond, W.D.9    Heiss, G.10
  • 21
    • 23744470217 scopus 로고    scopus 로고
    • Do discharge codes underestimate hospitalisation due to heart failure? Validation study of hospital discharge coding for heart failure
    • PID: 16054867
    • Khand AU, Shaw M, Gemmel I, Cleland JG (2005) Do discharge codes underestimate hospitalisation due to heart failure? Validation study of hospital discharge coding for heart failure. Eur J Heart Fail 7(5):792–797
    • (2005) Eur J Heart Fail , vol.7 , Issue.5 , pp. 792-797
    • Khand, A.U.1    Shaw, M.2    Gemmel, I.3    Cleland, J.G.4
  • 22
    • 0036675916 scopus 로고    scopus 로고
    • Validity of information on comorbidity derived from ICD-9-CCM administrative data
    • PID: 12187181
    • Quan H, Parsons GA, Ghali WA (2002) Validity of information on comorbidity derived from ICD-9-CCM administrative data. Med Care 40:675–685
    • (2002) Med Care , vol.40 , pp. 675-685
    • Quan, H.1    Parsons, G.A.2    Ghali, W.A.3
  • 23
    • 47649116933 scopus 로고    scopus 로고
    • Assessing validity of ICD-9-CM and ICD-10 administrative data in recording clinical conditions in a unique dually coded database
    • Quan H, Li B, Saunders LD, Parsons GA, Nilsson CI, Alibhai A, Ghali WA (2007) Assessing validity of ICD-9-CM and ICD-10 administrative data in recording clinical conditions in a unique dually coded database. Health Serv Res 43:1424–1441
    • (2007) Health Serv Res , vol.43 , pp. 1424-1441
    • Quan, H.1    Li, B.2    Saunders, L.D.3    Parsons, G.A.4    Nilsson, C.I.5    Alibhai, A.6    Ghali, W.A.7
  • 24
    • 85040557697 scopus 로고    scopus 로고
    • Congestive heart failure information extraction framework for automated treatment performance measures assessment
    • PID: 27413122
    • Meystre SM, Kim Y, Gobbel GT, Matheny ME, Redd A, Bray BE, Garvin JH (2017) Congestive heart failure information extraction framework for automated treatment performance measures assessment. J Am Med Inform Assoc 24(e1):e40–e46
    • (2017) J Am Med Inform Assoc , vol.24 , Issue.e1 , pp. e40-e46
    • Meystre, S.M.1    Kim, Y.2    Gobbel, G.T.3    Matheny, M.E.4    Redd, A.5    Bray, B.E.6    Garvin, J.H.7
  • 26
    • 0015237841 scopus 로고
    • The natural history of congestive heart failure: the Framingham study
    • PID: 5122894
    • McKee PA, Castelli WP, McNamara PM, Kannel WB (1971) The natural history of congestive heart failure: the Framingham study. N Engl J Med 285(26):1441–1446
    • (1971) N Engl J Med , vol.285 , Issue.26 , pp. 1441-1446
    • McKee, P.A.1    Castelli, W.P.2    McNamara, P.M.3    Kannel, W.B.4
  • 27
    • 84919461605 scopus 로고    scopus 로고
    • Automatic identification of heart failure diagnostic criteria, using text analysis of clinical notes from electronic health records
    • PID: 23317809
    • Byrd R, Steinhubl S, Sun J, Ebadollahi S, Stewart W (2014) Automatic identification of heart failure diagnostic criteria, using text analysis of clinical notes from electronic health records. Int J Med Inform 83(12):983–992
    • (2014) Int J Med Inform , vol.83 , Issue.12 , pp. 983-992
    • Byrd, R.1    Steinhubl, S.2    Sun, J.3    Ebadollahi, S.4    Stewart, W.5
  • 28
    • 84903893026 scopus 로고    scopus 로고
    • Prevalence of heart failure signs and symptoms in a large primary care population identified through the use of text and data mining of the electronic health record
    • Vijayakrishnan R, Steinhubl S, Ng K, Sun J, Byrd R, Daar Z, Williams B, Defilippi C, Ebadollahi S, Stewart W (2014) Prevalence of heart failure signs and symptoms in a large primary care population identified through the use of text and data mining of the electronic health record. J Cardiac Fail 20(7):459–464
    • (2014) J Cardiac Fail , vol.20 , Issue.7 , pp. 459-464
    • Vijayakrishnan, R.1    Steinhubl, S.2    Ng, K.3    Sun, J.4    Byrd, R.5    Daar, Z.6    Williams, B.7    Defilippi, C.8    Ebadollahi, S.9    Stewart, W.10


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.