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Volumn 37, Issue 2, 2013, Pages

Discovering medical knowledge using association rule mining in young adults with acute myocardial infarction

Author keywords

Acute myocardial infarction; Association rule mining; Diabetes; Hypertension; Knowledge discovery; Medical database

Indexed keywords

C REACTIVE PROTEIN; CREATININE; GLUCOSE; HIGH DENSITY LIPOPROTEIN CHOLESTEROL; LOW DENSITY LIPOPROTEIN CHOLESTEROL; TRIACYLGLYCEROL;

EID: 84872106776     PISSN: 01485598     EISSN: 1573689X     Source Type: Journal    
DOI: 10.1007/s10916-012-9896-1     Document Type: Article
Times cited : (54)

References (52)
  • 1
    • 77953947789 scopus 로고    scopus 로고
    • Intelligent technique for knowledge reuse of dental medical records based on case-based reasoning
    • 10.1007/s10916-008-9232-y
    • Gu, D., Liang, C., and Li, X., Intelligent technique for knowledge reuse of dental medical records based on case-based reasoning. J. Med. Syst. 34:213-222, 2010.
    • (2010) J. Med. Syst. , vol.34 , pp. 213-222
    • Gu, D.1    Liang, C.2    Li, X.3
  • 2
    • 84863200616 scopus 로고    scopus 로고
    • Knowledge extraction algorithm for variances handling of CP using integrated hybrid genetic double multi-group cooperative PSO and DPSO
    • 10.1007/s10916-010-9562-4
    • Du, G., Jiang, Z., Diao, X., and Yao, Y., Knowledge extraction algorithm for variances handling of CP using integrated hybrid genetic double multi-group cooperative PSO and DPSO. J. Med. Syst. 36:979-994, 2012.
    • (2012) J. Med. Syst. , vol.36 , pp. 979-994
    • Du, G.1    Jiang, Z.2    Diao, X.3    Yao, Y.4
  • 3
    • 84860260435 scopus 로고    scopus 로고
    • Detection and localization of myocardial infarction using K-nearest neighbor classifier
    • 10.1007/s10916-010-9474-3
    • Arif, M., Malagore, I. A., and Afsar, F. A., Detection and localization of myocardial infarction using K-nearest neighbor classifier. J. Med. Syst. 36:279-289, 2012.
    • (2012) J. Med. Syst. , vol.36 , pp. 279-289
    • Arif, M.1    Malagore, I.A.2    Afsar, F.A.3
  • 4
    • 84876281808 scopus 로고    scopus 로고
    • Risk factors of major adverse cardiac events after percutaneous coronary intervention in non ST elevation myocardial infarction
    • Shon, H. S., Ryu, K. S., Park, S.H., Bae, J.W., Cha, E. J. and Ryu, K. H., Risk factors of major adverse cardiac events after percutaneous coronary intervention in non ST elevation myocardial infarction. Int. Conf. Ubiquit. Healthc. 58-60, 2011.
    • (2011) Int. Conf. Ubiquit. Healthc. , pp. 58-60
    • Shon, H.S.1    Ryu, K.S.2    Park, S.H.3    Bae, J.W.4    Cha, E.J.5    Ryu, K.H.6
  • 5
    • 80053022681 scopus 로고    scopus 로고
    • QSE: A new 3-D solvent exposure measure for the analysis of protein structure
    • Li, P., Pok, G., Jung, K. S., Shon, H. S., and Ryu, K. H., QSE: A new 3-D solvent exposure measure for the analysis of protein structure. Proteomics 11(19):3794-3801, 2011.
    • (2011) Proteomics , vol.11 , Issue.19 , pp. 3794-3801
    • Li, P.1    Pok, G.2    Jung, K.S.3    Shon, H.S.4    Ryu, K.H.5
  • 6
    • 78049467474 scopus 로고    scopus 로고
    • Highlighting the current issues with pride suggestions for improving the performance of real time cardiac health monitoring
    • Bashir, M. E., Lee, D. G., Akasha, M., Yi, G. M., Cha, E. J., Bae, J. W., Cho, M. C., and Ryu, K. H., Highlighting the current issues with pride suggestions for improving the performance of real time cardiac health monitoring. Inf. Technol. Bio- Med. Inform 6266:226-33, 2010.
    • (2010) Inf. Technol. Bio- Med. Inform , vol.6266 , pp. 226-233
    • Bashir, M.E.1    Lee, D.G.2    Akasha, M.3    Yi, G.M.4    Cha, E.J.5    Bae, J.W.6    Cho, M.C.7    Ryu, K.H.8
  • 9
    • 0026650285 scopus 로고
    • Electrocardiographic criteria for diagnosis of acute myocardial infarction in childhood
    • 10.1016/0002-9149(92)90700-9
    • Towbin, J. A., Bricker, J. T., and Garson, A., Electrocardiographic criteria for diagnosis of acute myocardial infarction in childhood. Am. J. Cardiol. 69(19):1545-1548, 1992.
    • (1992) Am. J. Cardiol. , vol.69 , Issue.19 , pp. 1545-1548
    • Towbin, J.A.1    Bricker, J.T.2    Garson, A.3
  • 10
    • 0023094089 scopus 로고
    • Myocardial infarction in young adults under 30 years: Risk factors and clinical course
    • 10.1002/clc.4960100104
    • Weinberger, I., Rotenberg, Z., Fuchs, J., Sagy, A., Friedmann, J., and Agmon, J., Myocardial infarction in young adults under 30 years: Risk factors and clinical course. Clin. Cardiol. 10(1):9-15, 1987.
    • (1987) Clin. Cardiol. , vol.10 , Issue.1 , pp. 9-15
    • Weinberger, I.1    Rotenberg, Z.2    Fuchs, J.3    Sagy, A.4    Friedmann, J.5    Agmon, J.6
  • 11
    • 0027400076 scopus 로고
    • Comparison of thrombolytic therapy for acute myocardial infarction in patients aged <35 and >55 years
    • 10.1016/0002-9149(93)90731-Q
    • Chouhan, L., Hajar, H. A., and Pomposiello, J. C., Comparison of thrombolytic therapy for acute myocardial infarction in patients aged <35 and >55 years. Am. J. Cardiol. 71(2):157-159, 1993.
    • (1993) Am. J. Cardiol. , vol.71 , Issue.2 , pp. 157-159
    • Chouhan, L.1    Hajar, H.A.2    Pomposiello, J.C.3
  • 12
    • 0026606049 scopus 로고
    • Minimum heart rate and coronary atherosclerosis: Independent relations to global severity and rate of progression of angiographic lesions in men with myocardial infarction at a young age
    • Perski, A., Olsson, G., Landou, C., de Faire, U., Theorell, T., and Hamsten, A., Minimum heart rate and coronary atherosclerosis: Independent relations to global severity and rate of progression of angiographic lesions in men with myocardial infarction at a young age. Am. J. Cardiol. 123(3):609-616, 1992.
    • (1992) Am. J. Cardiol. , vol.123 , Issue.3 , pp. 609-616
    • Perski, A.1    Olsson, G.2    Landou, C.3    De Faire, U.4    Theorell, T.5    Hamsten, A.6
  • 13
    • 0003490341 scopus 로고
    • AHA (American Heart Association) American Heart Association Dallas
    • AHA (American Heart Association), Heart and Stroke Facts Statistics. American Heart Association, Dallas, 1993.
    • (1993) Heart and Stroke Facts Statistics
  • 14
    • 0021228785 scopus 로고
    • Incidence and prognosis of unrecognized myocardial infarction. An update on the Framingham study
    • 10.1056/NEJM198411013111802
    • Kannel, W. B., and Abbott, R. D., Incidence and prognosis of unrecognized myocardial infarction. An update on the Framingham study. N. Engl. J. Med. 311(18):1144-1147, 1984.
    • (1984) N. Engl. J. Med. , vol.311 , Issue.18 , pp. 1144-1147
    • Kannel, W.B.1    Abbott, R.D.2
  • 15
    • 0029143046 scopus 로고
    • Myocardial infarction in young adults: Angiographic characterization, risk factors and prognosis (Coronary Artery Surgery Study Registry)
    • 10.1016/0735-1097(95)00254-2
    • Zimmerman, F. H., Cameron, A., Fisher, L. D., and Ng, G., Myocardial infarction in young adults: Angiographic characterization, risk factors and prognosis (Coronary Artery Surgery Study Registry). J. Am. Coll. Cardiol. 26(3):654-661, 1995.
    • (1995) J. Am. Coll. Cardiol. , vol.26 , Issue.3 , pp. 654-661
    • Zimmerman, F.H.1    Cameron, A.2    Fisher, L.D.3    Ng, G.4
  • 16
    • 2642662494 scopus 로고    scopus 로고
    • Long-term prognosis of young patients after myocardial infarction in the thrombolytic era
    • 10.1002/clc.4960201204
    • Füllhaas, J. U., Rickenbacher, P., Pfisterer, M., and Ritz, R., Long-term prognosis of young patients after myocardial infarction in the thrombolytic era. Clin. Cardiol. 20(12):993-998, 1997.
    • (1997) Clin. Cardiol. , vol.20 , Issue.12 , pp. 993-998
    • Füllhaas, J.U.1    Rickenbacher, P.2    Pfisterer, M.3    Ritz, R.4
  • 17
    • 0031748660 scopus 로고    scopus 로고
    • Clinical and epidemiological characteristics of juvenile myocardial infarction in Italy: The GISSI experience
    • Imazio, M., Bobbio, M., Bergerone, S., Barlera, S., and Maggioni, A. P., Clinical and epidemiological characteristics of juvenile myocardial infarction in Italy: The GISSI experience. G. Ital. Cardiol. 28(5):505-512, 1998.
    • (1998) G. Ital. Cardiol. , vol.28 , Issue.5 , pp. 505-512
    • Imazio, M.1    Bobbio, M.2    Bergerone, S.3    Barlera, S.4    Maggioni, A.P.5
  • 18
    • 0036144211 scopus 로고    scopus 로고
    • Acute myocardial infarction in the young-The University of Michingan experience
    • 10.1067/mhj.2002.120300
    • Doughty, M., Mehta, R., Bruckman, D., Das, S., Karavite, D., Tsai, T., and Eagle, K., Acute myocardial infarction in the young-The University of Michingan experience. Am. Heart J. 143(1):56-62, 2002.
    • (2002) Am. Heart J. , vol.143 , Issue.1 , pp. 56-62
    • Doughty, M.1    Mehta, R.2    Bruckman, D.3    Das, S.4    Karavite, D.5    Tsai, T.6    Eagle, K.7
  • 19
    • 0001882616 scopus 로고
    • Fast algorithms for mining association rules in large databases
    • Agrawal, R., and Srikant, R., Fast algorithms for mining association rules in large databases. Int. Conf. Very Large Data Bases. 487-99, 1994.
    • (1994) Int. Conf. Very Large Data Bases , pp. 487-499
    • Agrawal, R.1    Srikant, R.2
  • 20
    • 0039253846 scopus 로고    scopus 로고
    • Mining frequent patterns without candidate generation
    • Han, J., Pei, J., and Yin, Y., Mining frequent patterns without candidate generation. ACM SIGMOD Int. Conf. Manag. Data 29(2):1-12, 2000.
    • (2000) ACM SIGMOD Int. Conf. Manag. Data , vol.29 , Issue.2 , pp. 1-12
    • Han, J.1    Pei, J.2    Yin, Y.3
  • 21
    • 84876289374 scopus 로고    scopus 로고
    • STULONG study website, Available: http://euromise.vse.cz/challenge/. 2002.
    • (2002) STULONG Study Website
  • 22
    • 33845331651 scopus 로고    scopus 로고
    • Alternative approach to mining association rules
    • Rauch, J., and Šimůnek, M., Alternative approach to mining association rules. Found. Data Min. Knowl. Disc. 6:211-31, 2005.
    • (2005) Found. Data Min. Knowl. Disc. , vol.6 , pp. 211-231
    • Rauch, J.1
  • 23
    • 62249154710 scopus 로고    scopus 로고
    • Diagnosing hyperlipidemia using association rules
    • Dogan, S., and Turkoglu, I., Diagnosing hyperlipidemia using association rules. Math. Comput. Appl. 13(3):193-202, 2008.
    • (2008) Math. Comput. Appl. , vol.13 , Issue.3 , pp. 193-202
    • Dogan, S.1    Turkoglu, I.2
  • 24
    • 33645714452 scopus 로고    scopus 로고
    • Association rule discovery with the train and test approach for heart disease prediction
    • 2219925 10.1109/TITB.2006.864475
    • Ordonez, C., Association rule discovery with the train and test approach for heart disease prediction. IEEE Trans. Inf. Technol. Biomed. 10(2):334-343, 2006.
    • (2006) IEEE Trans. Inf. Technol. Biomed. , vol.10 , Issue.2 , pp. 334-343
    • Ordonez, C.1
  • 25
    • 84892663535 scopus 로고    scopus 로고
    • High confidence association rules for medical diagnosis
    • Gamberger, D., Lavrač, N. and Jovanoski, V., High confidence association rules for medical diagnosis. Intell. Data Anal. Med. Pharmacol. 42-51, 1999.
    • (1999) Intell. Data Anal. Med. Pharmacol. , pp. 42-51
    • Gamberger, D.1
  • 27
    • 78049366468 scopus 로고    scopus 로고
    • Finding minimal rare itemsets and rare association rules
    • Szathmary, L., Valtchev, P., and Napoli, A., Finding minimal rare itemsets and rare association rules. Knowl. Sci. Eng. Manag. 6291:16-27, 2010.
    • (2010) Knowl. Sci. Eng. Manag. , vol.6291 , pp. 16-27
    • Szathmary, L.1    Valtchev, P.2    Napoli, A.3
  • 28
    • 67649134580 scopus 로고    scopus 로고
    • Extraction of significant patterns from heart disease warehouses for heart attack prediction
    • Patil, S. B., and Kumaraswamy, Y. S., Extraction of significant patterns from heart disease warehouses for heart attack prediction. Int. J. Comput. Sci. Netw. Secur. 9(2):228-235, 2009.
    • (2009) Int. J. Comput. Sci. Netw. Secur. , vol.9 , Issue.2 , pp. 228-235
    • Patil, S.B.1    Kumaraswamy, Y.S.2
  • 31
    • 17444386019 scopus 로고    scopus 로고
    • Generating a condensed representation for association rules
    • 1071.68022 10.1007/s10844-005-0266-z
    • Pasquier, N., Taouil, R., Bastide, Y., Stumme, G., and Lakhal, L., Generating a condensed representation for association rules. J. Intell. Inform. Syst. 24(1):29-60, 2005.
    • (2005) J. Intell. Inform. Syst. , vol.24 , Issue.1 , pp. 29-60
    • Pasquier, N.1    Taouil, R.2    Bastide, Y.3    Stumme, G.4    Lakhal, L.5
  • 33
    • 7044269070 scopus 로고    scopus 로고
    • RSD: Relational subgroup discovery through first-order feature construction
    • Springer Berlin Heidelberg New York
    • Lavrač, N., Železný, F., and Flach, P. A., RSD: Relational subgroup discovery through first-order feature construction, Lecture Notes in Computer Science, vol. 2583. Springer, Berlin Heidelberg New York, pp. 149-165, 2003.
    • (2003) Lecture Notes in Computer Science , vol.2583 , pp. 149-165
    • Lavrač, N.1    Železný, F.2    Flach, P.A.3
  • 34
    • 84876280547 scopus 로고    scopus 로고
    • Mining the strongest patterns in medical sequential data
    • Kléma, J., Holas, T., Železný, F., and Karel, F., Mining the strongest patterns in medical sequential data. Eur. Med. Biol. Eng. Conf. 2005.
    • (2005) Eur. Med. Biol. Eng. Conf.
    • Kléma, J.1
  • 35
    • 77949591703 scopus 로고    scopus 로고
    • AKAMAS: Mining association rules using a new algorithm for the assessment of the risk of coronary heart events
    • Karaolis, M., Moutiris, J. A., Papaconstantinou, L. and Pattichis, C. S., AKAMAS: Mining association rules using a new algorithm for the assessment of the risk of coronary heart events. Inf. Technol. Appl. Biomed. 1-6, 2009.
    • (2009) Inf. Technol. Appl. Biomed. , pp. 1-6
    • Karaolis, M.1    Moutiris, J.A.2    Papaconstantinou, L.3    Pattichis, C.S.4
  • 36
    • 0035178849 scopus 로고    scopus 로고
    • Mining association rules with improved semantics in medical databases
    • 10.1016/S0933-3657(00)00092-0
    • Delgado, M., Sánchez, D., Martín-Bautista, M. J., and Vila, M., Mining association rules with improved semantics in medical databases. Artif. Intell. Med. 21:241-245, 2001.
    • (2001) Artif. Intell. Med. , vol.21 , pp. 241-245
    • Delgado, M.1    Sánchez, D.2    Martín-Bautista, M.J.3    Vila, M.4
  • 37
    • 79952768340 scopus 로고    scopus 로고
    • Other Korea Acute Myocardial Infarction Registry Investigators: Hospital discharge risk score system for the assessment of clinical outcomes in patients with acute myocardial infarction (Korea Acute Myocardial Infarction Registry [KAMIR] score)
    • 10.1016/j.amjcard.2010.11.018
    • Kim, H. K., Jeong, M. H., Ahn, Y., Kim, J. H., Chae, S. C., Kim, Y. J., Hur, S. H., Seong, I. W., Hong, T. J., Choi, D. H., Cho, M. C., Kim, C. J., Seung, K. B., Chung, W. S., Jang, Y. S., Rha, S. W., Bae, J. H., Cho, J. G., and Park, S. J., Other Korea Acute Myocardial Infarction Registry Investigators: Hospital discharge risk score system for the assessment of clinical outcomes in patients with acute myocardial infarction (Korea Acute Myocardial Infarction Registry [KAMIR] score). Am. J. Cardiol. 107(7):965-971, 2011.
    • (2011) Am. J. Cardiol. , vol.107 , Issue.7 , pp. 965-971
    • Kim, H.K.1    Jeong, M.H.2    Ahn, Y.3    Kim, J.H.4    Chae, S.C.5    Kim, Y.J.6    Hur, S.H.7    Seong, I.W.8    Hong, T.J.9    Choi, D.H.10    Cho, M.C.11    Kim, C.J.12    Seung, K.B.13    Chung, W.S.14    Jang, Y.S.15    Rha, S.W.16    Bae, J.H.17    Cho, J.G.18    Park, S.J.19
  • 38
    • 77955554031 scopus 로고    scopus 로고
    • Current management of acute myocardial infarction: Experience from the Korea Acute Myocardial Infarction Registry
    • 10.1016/j.jjcc.2010.04.002
    • Sim, D. S., Jeong, M. H., and Kang, J. C., Current management of acute myocardial infarction: Experience from the Korea Acute Myocardial Infarction Registry. J. Cardiol. 56(1):1-7, 2010.
    • (2010) J. Cardiol. , vol.56 , Issue.1 , pp. 1-7
    • Sim, D.S.1    Jeong, M.H.2    Kang, J.C.3
  • 39
    • 0034704893 scopus 로고    scopus 로고
    • C-reactive protein and other markers of inflammation in the prediction of cardiovascular disease in women
    • 10.1056/NEJM200003233421202
    • Ridker, P. M., Hennekens, C. H., Buring, J. E., and Rifai, N., C-reactive protein and other markers of inflammation in the prediction of cardiovascular disease in women. N. Engl. J. Med. 342(12):836-843, 2000.
    • (2000) N. Engl. J. Med. , vol.342 , Issue.12 , pp. 836-843
    • Ridker, P.M.1    Hennekens, C.H.2    Buring, J.E.3    Rifai, N.4
  • 40
    • 0030956673 scopus 로고    scopus 로고
    • Inflammation, aspirin, and the risk of cardiovascular disease in apparently healthy men
    • 10.1056/NEJM199704033361401
    • Ridker, P. M., Cushman, M., Stampfer, M. J., Tracy, R. P., and Hennekens, C. H., Inflammation, aspirin, and the risk of cardiovascular disease in apparently healthy men. N. Engl. J. Med. 336(14):973-979, 1997.
    • (1997) N. Engl. J. Med. , vol.336 , Issue.14 , pp. 973-979
    • Ridker, P.M.1    Cushman, M.2    Stampfer, M.J.3    Tracy, R.P.4    Hennekens, C.H.5
  • 41
    • 84876289837 scopus 로고    scopus 로고
    • Clinical significance of hypertension, diabetes and inflammation, as predictor of cardiovascular disease
    • Anand, A. V., Muneeb, M., Divya, N., Senthil, R., Kapoor, M., Gowri, J., and Begum, T. N., Clinical significance of hypertension, diabetes and inflammation, as predictor of cardiovascular disease. Int. J. Biol. Med. Res. 2(1):369-373, 2011.
    • (2011) Int. J. Biol. Med. Res. , vol.2 , Issue.1 , pp. 369-373
    • Anand, A.V.1    Muneeb, M.2    Divya, N.3    Senthil, R.4    Kapoor, M.5    Gowri, J.6    Begum, T.N.7
  • 42
    • 79959396067 scopus 로고    scopus 로고
    • Recent US patterns and predictors of prevalent diabetes among acute myocardial infarction patients
    • 10.4061/2011/145615, 145615
    • Oviagele, B., Markovic, D., and Fonarow, G. C., Recent US patterns and predictors of prevalent diabetes among acute myocardial infarction patients. Cardiol. Res. Pract. 2011(145615):1-8, 2011.
    • (2011) Cardiol. Res. Pract. , vol.2011 , pp. 1-8
    • Oviagele, B.1    Markovic, D.2    Fonarow, G.C.3
  • 46
    • 0002877253 scopus 로고
    • Discovery, analysis, and presentation of strong rules
    • Piatetsky-Shapiro, G., Discovery, analysis, and presentation of strong rules. Knowl. Disc. Databases 229:229-248, 1991.
    • (1991) Knowl. Disc. Databases , vol.229 , pp. 229-248
    • Piatetsky-Shapiro, G.1
  • 47
    • 0031162961 scopus 로고    scopus 로고
    • Dynamic itemset counting and implication rules for market basket data
    • 10.1145/253262.253325
    • Brin, S., Motwani, R., Ullman, J. D., and Tsur, S., Dynamic itemset counting and implication rules for market basket data. ACM SIGMOD Int. Conf. Manag. Data 26(2):255-264, 1997.
    • (1997) ACM SIGMOD Int. Conf. Manag. Data , vol.26 , Issue.2 , pp. 255-264
    • Brin, S.1    Motwani, R.2    Ullman, J.D.3    Tsur, S.4
  • 49
    • 0029987778 scopus 로고    scopus 로고
    • Myocardial Infarction in Young Adults: Risk Factors and Clinical Features
    • 10.1016/0736-4679(95)02089-6
    • Kanitz, M. G., Giovannucci, S. J., Jones, J. S., and Mott, M., Myocardial Infarction in Young Adults: Risk Factors and Clinical Features. J. Emerg. Med. 14(2):139-145, 1996.
    • (1996) J. Emerg. Med. , vol.14 , Issue.2 , pp. 139-145
    • Kanitz, M.G.1    Giovannucci, S.J.2    Jones, J.S.3    Mott, M.4
  • 51
    • 34547426014 scopus 로고    scopus 로고
    • Acute myocardial infarction in young adults: Evaluation of the haemorheological pattern at the initial stage, after 3 and 12 months
    • Caimi, G., Valenti, A., and Lo Presti, R., Acute myocardial infarction in young adults: Evaluation of the haemorheological pattern at the initial stage, after 3 and 12 months. Ann. Ist Super Sanita. 43(2):139-143, 2007.
    • (2007) Ann. Ist Super Sanita. , vol.43 , Issue.2 , pp. 139-143
    • Caimi, G.1    Valenti, A.2    Lo Presti, R.3
  • 52
    • 79952824294 scopus 로고    scopus 로고
    • Impact of conventional cardiovascular risk factors on acute myocardial infarction in young adult Taiwanese
    • Lin, Y., Hsu, L., Ko, Y., Kuo, C., Chen, W., Lin, C., Pan, W., and Chang, C., Impact of conventional cardiovascular risk factors on acute myocardial infarction in young adult Taiwanese. Acta Cardiol Sin. 26:228-234, 2010.
    • (2010) Acta Cardiol Sin. , vol.26 , pp. 228-234
    • Lin, Y.1    Hsu, L.2    Ko, Y.3    Kuo, C.4    Chen, W.5    Lin, C.6    Pan, W.7    Chang, C.8


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