메뉴 건너뛰기




Volumn 8609 LNAI, Issue , 2014, Pages 142-151

Extracting phenotypes from patient claim records using nonnegative tensor factorization

Author keywords

dimensionality reduction; EHR phenotyping; tensor factorization

Indexed keywords

DIAGNOSIS; FACTORIZATION; INFORMATION SCIENCE; LIMESTONE;

EID: 84905230181     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-09891-3_14     Document Type: Conference Paper
Times cited : (8)

References (25)
  • 1
    • 84861235431 scopus 로고    scopus 로고
    • Mining electronic health records: Towards better research applications and clinical care
    • Jensen, P.B., Jensen, L.J., Brunak, S.: Mining electronic health records: towards better research applications and clinical care. Nature Reviews: Genetics 13(6), 395-405 (2012)
    • (2012) Nature Reviews: Genetics , vol.13 , Issue.6 , pp. 395-405
    • Jensen, P.B.1    Jensen, L.J.2    Brunak, S.3
  • 2
    • 84947099994 scopus 로고    scopus 로고
    • A new model for healthcare
    • Greengard, S.: A new model for healthcare. Communications of the ACM 56(2), 17-19 (2013)
    • (2013) Communications of the ACM , vol.56 , Issue.2 , pp. 17-19
    • Greengard, S.1
  • 3
    • 84863901666 scopus 로고    scopus 로고
    • Better medicine through machine learning
    • Savage, N.: Better medicine through machine learning. Communications of the ACM 55(1), 17-19 (2012)
    • (2012) Communications of the ACM , vol.55 , Issue.1 , pp. 17-19
    • Savage, N.1
  • 12
    • 79960865296 scopus 로고    scopus 로고
    • Applications of tensor (multiway array) factorizations and decompositions in data mining
    • Mørup, M.: Applications of tensor (multiway array) factorizations and decompositions in data mining.Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 1(1), 24-40 (2011)
    • (2011) Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery , vol.1 , Issue.1 , pp. 24-40
    • Mørup, M.1
  • 13
    • 84863483091 scopus 로고    scopus 로고
    • Feature selection from high-order tensorial data via sparse decomposition
    • Wang, D., Kong, S.: Feature selection from high-order tensorial data via sparse decomposition. Pattern Recognition Letters 33(13), 1695-1702 (2012)
    • (2012) Pattern Recognition Letters , vol.33 , Issue.13 , pp. 1695-1702
    • Wang, D.1    Kong, S.2
  • 14
    • 34250499792 scopus 로고
    • Analysis of individual differences in multidimensional scaling via an N-way generalization of "Eckart-Young" decomposition
    • Carroll, J.D., Chang, J.J.: Analysis of individual differences in multidimensional scaling via an N-way generalization of "Eckart-Young" decomposition. Psychometrika 35(3), 283-319 (1970)
    • (1970) Psychometrika , vol.35 , Issue.3 , pp. 283-319
    • Carroll, J.D.1    Chang, J.J.2
  • 15
    • 0002740437 scopus 로고
    • Foundations of the PARAFAC procedure: Models and conditions for an "explanatory" multimodal factor analysis
    • Harshman, R.A.: Foundations of the PARAFAC procedure: Models and conditions for an "explanatory" multimodal factor analysis. UCLA Working Papers in Phonetics 16, 1-84 (1970)
    • (1970) UCLA Working Papers in Phonetics , vol.16 , pp. 1-84
    • Harshman, R.A.1
  • 16
    • 68649096448 scopus 로고    scopus 로고
    • Tensor decompositions and applications
    • Kolda, T.G., Bader, B.W.: Tensor decompositions and applications. SIAM Review 51(3), 455-500 (2009)
    • (2009) SIAM Review , vol.51 , Issue.3 , pp. 455-500
    • Kolda, T.G.1    Bader, B.W.2
  • 23
    • 84970895228 scopus 로고    scopus 로고
    • Centers for Disease Control and Prevention (CDC): Technical report, CDC
    • Centers for Disease Control and Prevention (CDC): Chronic diseases at a glance 2009. Technical report, CDC (2009)
    • (2009) Chronic Diseases at a Glance 2009
  • 24
    • 84877670075 scopus 로고    scopus 로고
    • Prevalence of multiple chronic conditions among Medicare beneficiaries, United State 2010
    • Practice, and Policy
    • Lochner, K.A., Cox, C.S.: Prevalence of multiple chronic conditions among Medicare beneficiaries, United State 2010. Preventing Chronic Disease: Public Health Research, Practice, and Policy (2013)
    • (2013) Preventing Chronic Disease: Public Health Research
    • Lochner, K.A.1    Cox, C.S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.