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Volumn 45, Issue 3, 2012, Pages 429-446

An ontology-based personalization of health-care knowledge to support clinical decisions for chronically ill patients

Author keywords

Health care personalization; Medical decision support systems; Ontologies

Indexed keywords

ACCURATE ANALYSIS; CLINICAL DECISION; CLINICAL INFORMATION; COORDINATED INTERACTION; DECISION SUPPORT TOOLS; HEALTH SYSTEMS; KNOWLEDGE BASE; MEDICAL DECISION SUPPORT SYSTEM; MISSING INFORMATION; ONTOLOGY-BASED; PERSONALIZATIONS; SEMI-AUTOMATICS;

EID: 84861847757     PISSN: 15320464     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jbi.2011.12.008     Document Type: Article
Times cited : (178)

References (54)
  • 1
    • 0842283371 scopus 로고    scopus 로고
    • A reference ontology for biomedical informatics: the Foundational Model of Anatomy
    • Rosse C., Mejino J.L.V. A reference ontology for biomedical informatics: the Foundational Model of Anatomy. J Biomed Inform 2003, 36:478-500.
    • (2003) J Biomed Inform , vol.36 , pp. 478-500
    • Rosse, C.1    Mejino, J.L.V.2
  • 2
    • 33646238929 scopus 로고    scopus 로고
    • Methods in biomedical ontology
    • Yu A.C. Methods in biomedical ontology. J Biomed Inform 2006, 39:252-266.
    • (2006) J Biomed Inform , vol.39 , pp. 252-266
    • Yu, A.C.1
  • 3
    • 52949123616 scopus 로고    scopus 로고
    • An ontological knowledge framework for adaptive medical workflow
    • Dang J., Hedayati A., Hampel K., Toklu C. An ontological knowledge framework for adaptive medical workflow. J Biomed Inform 2008, 41:829-836.
    • (2008) J Biomed Inform , vol.41 , pp. 829-836
    • Dang, J.1    Hedayati, A.2    Hampel, K.3    Toklu, C.4
  • 4
    • 74649083618 scopus 로고    scopus 로고
    • CelOWS: an ontology based framework for the provision of semantic web services related to biological models
    • Matos E.E., Campos F., Braga R., Palazzi D. CelOWS: an ontology based framework for the provision of semantic web services related to biological models. J Biomed Inform 2010, 43:125-138.
    • (2010) J Biomed Inform , vol.43 , pp. 125-138
    • Matos, E.E.1    Campos, F.2    Braga, R.3    Palazzi, D.4
  • 5
    • 77949915975 scopus 로고    scopus 로고
    • Using ontologies for structuring organizational knowledge in home care assistance
    • Valls A., Gibert K., Sánchez D., Batet M. Using ontologies for structuring organizational knowledge in home care assistance. Int J Med Inform 2010, 79:370-387.
    • (2010) Int J Med Inform , vol.79 , pp. 370-387
    • Valls, A.1    Gibert, K.2    Sánchez, D.3    Batet, M.4
  • 6
    • 84861914790 scopus 로고    scopus 로고
    • Harrison's Principles of Internal Medicine, 17th Ed., McGraw-Hill
    • Harrison's Principles of Internal Medicine, 17th Ed., McGraw-Hill; 2008.
    • (2008)
  • 7
    • 16844385762 scopus 로고    scopus 로고
    • Integrated care programmes for chronically ill patients: a review of systematic reviews
    • Ouwens M., Wollersheim H., Hermens R., Hulscher M., Grol R. Integrated care programmes for chronically ill patients: a review of systematic reviews. Int J Qual Health-Care 2005, 17(2):141-146.
    • (2005) Int J Qual Health-Care , vol.17 , Issue.2 , pp. 141-146
    • Ouwens, M.1    Wollersheim, H.2    Hermens, R.3    Hulscher, M.4    Grol, R.5
  • 8
    • 70350581105 scopus 로고    scopus 로고
    • Towards the merging of multiple clinical protocols and guidelines via ontology-driven modeling
    • Abidi S.R., Abidi S.S.R. Towards the merging of multiple clinical protocols and guidelines via ontology-driven modeling. AIME 2009, 81-85.
    • (2009) AIME , pp. 81-85
    • Abidi, S.R.1    Abidi, S.S.R.2
  • 9
    • 0011017156 scopus 로고    scopus 로고
    • Standards in medical informatics
    • Springer, New York, [chapter 6], E.H. Shortliffe, L.E. Perreault, G. Wiederhold, L.M. Fagan (Eds.)
    • Hammond W.E., Cimino J.J. Standards in medical informatics. Medical Informatics: Computer Applications in health-care and Biomedicine 2000, 212-256. Springer, New York, [chapter 6]. E.H. Shortliffe, L.E. Perreault, G. Wiederhold, L.M. Fagan (Eds.).
    • (2000) Medical Informatics: Computer Applications in health-care and Biomedicine , pp. 212-256
    • Hammond, W.E.1    Cimino, J.J.2
  • 10
    • 0030334161 scopus 로고    scopus 로고
    • Managing Information with SNOMED: understanding the model
    • Proc. AMIA annual fall symp
    • Rothwell DJ, Cote RA. Managing Information with SNOMED: understanding the model. In: Proc. AMIA annual fall symp, 1996. p. 80-83.
    • (1996) , pp. 80-83
    • Rothwell, D.J.1    Cote, R.A.2
  • 12
    • 84861914789 scopus 로고    scopus 로고
    • Web ontology language: OWL. In: handbook on ontologies, Springer Int. Handbooks on Information Systems
    • Antoniou G, Van Harmelen F. Web ontology language: OWL. In: handbook on ontologies, Springer Int. Handbooks on Information Systems; 2003. p. 67-92.
    • (2003) , pp. 67-92
    • Antoniou, G.1    Van Harmelen, F.2
  • 13
    • 84861852579 scopus 로고    scopus 로고
    • editor. Ontologies in medicine. IOS Press Series in Technology and Informatics
    • Pisanelli DM, editor. Ontologies in medicine. (vol. 102), IOS Press Series in Technology and Informatics; 2004.
    • (2004) , vol.102
    • Pisanelli, D.M.1
  • 14
    • 33748792021 scopus 로고    scopus 로고
    • Bio-ontologies: current trends and future directions
    • Bodenreider O., Stevens R. Bio-ontologies: current trends and future directions. Brief Bioinform 2006, 7(3):256-274.
    • (2006) Brief Bioinform , vol.7 , Issue.3 , pp. 256-274
    • Bodenreider, O.1    Stevens, R.2
  • 15
    • 79952014019 scopus 로고    scopus 로고
    • The ACGT master ontology and its applications - towards an ontology-driven cancer research and management system
    • Brochhausen M., Spear A.D., Cocos C., Weiler G., Martn L., Anguita A., et al. The ACGT master ontology and its applications - towards an ontology-driven cancer research and management system. J Biomed Inform 2011, 44(1):8-25.
    • (2011) J Biomed Inform , vol.44 , Issue.1 , pp. 8-25
    • Brochhausen, M.1    Spear, A.D.2    Cocos, C.3    Weiler, G.4    Martn, L.5    Anguita, A.6
  • 16
    • 77953936166 scopus 로고    scopus 로고
    • The human phenotype ontology
    • Robinson P.N., Mundlos S. The human phenotype ontology. Clin Genet 2010, 77(6):525-534.
    • (2010) Clin Genet , vol.77 , Issue.6 , pp. 525-534
    • Robinson, P.N.1    Mundlos, S.2
  • 17
    • 84857717594 scopus 로고    scopus 로고
    • Where to publish and find ontologies? A survey of ontology libraries
    • Technical report, Stanford Center for Biomedical Informatics Research
    • d'Aquin M, Noy NF. Where to publish and find ontologies? A survey of ontology libraries. Technical report, Stanford Center for Biomedical Informatics Research; 2010.
    • (2010)
    • d'Aquin, M.1    Noy, N.F.2
  • 19
    • 0842283371 scopus 로고    scopus 로고
    • A reference ontology for biomedical informatics: the Foundational Model of Anatomy
    • Rosse C., Mejino J.L.V. A reference ontology for biomedical informatics: the Foundational Model of Anatomy. J Biomed Inform 2003, 36:478-500.
    • (2003) J Biomed Inform , vol.36 , pp. 478-500
    • Rosse, C.1    Mejino, J.L.V.2
  • 20
    • 72249108348 scopus 로고    scopus 로고
    • Toward an ontological treatment of disease and diagnosis
    • Proceedings of the 2009 AMIA summit on translational bioinformatics, San Francisco (CA)
    • Scheuermann RH, Ceusters W, Smith B. Toward an ontological treatment of disease and diagnosis. In: Proceedings of the 2009 AMIA summit on translational bioinformatics, San Francisco (CA); 2009. p. 116-20.
    • (2009) , pp. 116-20
    • Scheuermann, R.H.1    Ceusters, W.2    Smith, B.3
  • 21
    • 0037132494 scopus 로고    scopus 로고
    • Combining diagnosis and treatment using ASBRU
    • Seyfang A., Miksch S., Marcos M. Combining diagnosis and treatment using ASBRU. Int J Med Inform 2002, 68(1-3):49-57.
    • (2002) Int J Med Inform , vol.68 , Issue.1-3 , pp. 49-57
    • Seyfang, A.1    Miksch, S.2    Marcos, M.3
  • 22
    • 0042835766 scopus 로고    scopus 로고
    • The syntax and semantics of the PROforma guideline modelling language
    • Sutton D.R., Fox J. The syntax and semantics of the PROforma guideline modelling language. JAMIA 2003, 10(5):433-443.
    • (2003) JAMIA , vol.10 , Issue.5 , pp. 433-443
    • Sutton, D.R.1    Fox, J.2
  • 23
    • 2942571289 scopus 로고    scopus 로고
    • GLIF3: a representation format for sharable computer-interpretable clinical practice guidelines
    • Boxwala A.A., Peleg M., Tu S., et al. GLIF3: a representation format for sharable computer-interpretable clinical practice guidelines. J Biomed Inform 2004, 37(3):147-161.
    • (2004) J Biomed Inform , vol.37 , Issue.3 , pp. 147-161
    • Boxwala, A.A.1    Peleg, M.2    Tu, S.3
  • 24
    • 34548493677 scopus 로고    scopus 로고
    • The SAGE guideline model: achievements and overview
    • Tu S.W., Mansfield J.G., Weida T., Berg D., et al. The SAGE guideline model: achievements and overview. JAMIA 2007, 14(5):589-598.
    • (2007) JAMIA , vol.14 , Issue.5 , pp. 589-598
    • Tu, S.W.1    Mansfield, J.G.2    Weida, T.3    Berg, D.4
  • 25
    • 34748883779 scopus 로고    scopus 로고
    • The SDA* model: a set theory approach
    • 20th IEEE international symposium on computer-based medical systems
    • Riaño D. The SDA* model: a set theory approach. In: 20th IEEE international symposium on computer-based medical systems, 2007. p. 563-8.
    • (2007) , pp. 563-8
    • Riaño, D.1
  • 26
    • 84857723577 scopus 로고    scopus 로고
    • Detecting dominant alternative interventions to reduce treatment costs
    • López-Vallverdú J.A., Riaño D., Collado A. Detecting dominant alternative interventions to reduce treatment costs. LNAI 2011, 6924:131-144.
    • (2011) LNAI , vol.6924 , pp. 131-144
    • López-Vallverdú, J.A.1    Riaño, D.2    Collado, A.3
  • 27
    • 2242446205 scopus 로고    scopus 로고
    • Representation primitives, process models and patient data in computer-interpretable clinical practice guidelines. A literature review of guideline representation models
    • Wang D., Peleg M., Tu S.W., Boxwala A.A., Greenes R.A., Patel V.L., et al. Representation primitives, process models and patient data in computer-interpretable clinical practice guidelines. A literature review of guideline representation models. Int J Med Inform 2002, 68(1-3):59-70.
    • (2002) Int J Med Inform , vol.68 , Issue.1-3 , pp. 59-70
    • Wang, D.1    Peleg, M.2    Tu, S.W.3    Boxwala, A.A.4    Greenes, R.A.5    Patel, V.L.6
  • 28
    • 0037246265 scopus 로고    scopus 로고
    • Comparing computer-interpretable guideline models: a case-study approach
    • Peleg M., Tu S., Bury J., Ciccarese P., Fox J., Greenes R.A., et al. Comparing computer-interpretable guideline models: a case-study approach. J Am Med Inform Assoc 2003, 10(1):52-68.
    • (2003) J Am Med Inform Assoc , vol.10 , Issue.1 , pp. 52-68
    • Peleg, M.1    Tu, S.2    Bury, J.3    Ciccarese, P.4    Fox, J.5    Greenes, R.A.6
  • 29
    • 84861896153 scopus 로고
    • Use of algorithms in clinical guideline development in Clinical Practice Guideline Development: Methodology Perspectives. Agency for health-care Policy and Research: Rockville, MD; January. [AHCPR Pub. No. 95-0009].
    • Hadorn DC. Use of algorithms in clinical guideline development in Clinical Practice Guideline Development: Methodology Perspectives. Agency for health-care Policy and Research: Rockville, MD; January 1995. p. 93-104 [AHCPR Pub. No. 95-0009].
    • (1995) , pp. 93-104
    • Hadorn, D.C.1
  • 30
    • 0026845073 scopus 로고
    • Society for Medical Decision Making
    • Committee on standardization of clinical algorithms. proposal for clinical algorithm standards. Med Decis Making
    • Society for Medical Decision Making. Committee on standardization of clinical algorithms. proposal for clinical algorithm standards. Med Decis Making 1992;12:149-54.
    • (1992) , vol.12 , pp. 149-54
  • 31
    • 0018514905 scopus 로고
    • Knowledge engineering for medical decision making: a review of computer-based clinical decision aids
    • Shortliffe E.H., Buchanan B.G., Feigenbaum E.A. Knowledge engineering for medical decision making: a review of computer-based clinical decision aids. Proc IEEE 1979, 67(9):1207-1224.
    • (1979) Proc IEEE , vol.67 , Issue.9 , pp. 1207-1224
    • Shortliffe, E.H.1    Buchanan, B.G.2    Feigenbaum, E.A.3
  • 32
    • 0028367412 scopus 로고
    • Medical diagnostic decision support systems - past, present, and future
    • Miller R.A. Medical diagnostic decision support systems - past, present, and future. JAMIA 1994, 1:8-27.
    • (1994) JAMIA , vol.1 , pp. 8-27
    • Miller, R.A.1
  • 33
    • 0030411367 scopus 로고    scopus 로고
    • Implementing decision support systems: a survey. In: IEEE international conference on systems, man, and cybernetics
    • Turban E. Implementing decision support systems: a survey. In: IEEE international conference on systems, man, and cybernetics, 1996. p. 2540-5.
    • (1996) , pp. 2540-5
    • Turban, E.1
  • 34
    • 0034780099 scopus 로고    scopus 로고
    • Evaluating informatics applications - clinical decisions support systems literature review
    • Kaplan B. Evaluating informatics applications - clinical decisions support systems literature review. Int J Med Inform 2001, 64:15-37.
    • (2001) Int J Med Inform , vol.64 , pp. 15-37
    • Kaplan, B.1
  • 35
    • 7444235805 scopus 로고    scopus 로고
    • A survey about the usefulness of computerized systems to support illness management in clinical practice
    • Ruland C.M. A survey about the usefulness of computerized systems to support illness management in clinical practice. Int J Med Inform 2004, 73:797-805.
    • (2004) Int J Med Inform , vol.73 , pp. 797-805
    • Ruland, C.M.1
  • 36
    • 36148959546 scopus 로고    scopus 로고
    • Decision support, knowledge representation and management in medicine
    • Peleg M., Tu S. Decision support, knowledge representation and management in medicine. IMIA Yearb Med Inform 2006, 72-80.
    • (2006) IMIA Yearb Med Inform , pp. 72-80
    • Peleg, M.1    Tu, S.2
  • 37
    • 33750737339 scopus 로고    scopus 로고
    • A taxonomic description of computer-based clinical decision support systems
    • Berlin A., Sorani M., Sim I. A taxonomic description of computer-based clinical decision support systems. J Biomed Informa 2006, 39:656-667.
    • (2006) J Biomed Informa , vol.39 , pp. 656-667
    • Berlin, A.1    Sorani, M.2    Sim, I.3
  • 39
    • 14544305532 scopus 로고    scopus 로고
    • Effects of computerized clinical decision support systems on practitioner performance and patient outcomes
    • Amit X., Garg A.X., Neill K.J., Adhikari N.K.J., McDonald H., Rosas-Arellano M.P., et al. Effects of computerized clinical decision support systems on practitioner performance and patient outcomes. JAMA 2005, 293(10):1223-1238.
    • (2005) JAMA , vol.293 , Issue.10 , pp. 1223-1238
    • Amit, X.1    Garg, A.X.2    Neill, K.J.3    Adhikari, N.K.J.4    McDonald, H.5    Rosas-Arellano, M.P.6
  • 40
    • 17144362818 scopus 로고    scopus 로고
    • Improving clinical practice using clinical decision support systems: a systematic review of trials to identify features critical to success
    • Kawamoto K., Houlihan C.A., Balas E.A., Lobach D.F. Improving clinical practice using clinical decision support systems: a systematic review of trials to identify features critical to success. BMJ 2005, 330(7494). 10.1136/bmj.38398.500764.8F.
    • (2005) BMJ , vol.330 , Issue.7494
    • Kawamoto, K.1    Houlihan, C.A.2    Balas, E.A.3    Lobach, D.F.4
  • 41
    • 79958285172 scopus 로고    scopus 로고
    • Effects of clinical decision-support systems on partitioner performance and patient outcomes: a synthesis of high-quality systematic review findings
    • Jaspers M.W.M., Smeulers M., Vermeulen H., Peute L.W. Effects of clinical decision-support systems on partitioner performance and patient outcomes: a synthesis of high-quality systematic review findings. JAMIA 2011, 18(3):327-334.
    • (2011) JAMIA , vol.18 , Issue.3 , pp. 327-334
    • Jaspers, M.W.M.1    Smeulers, M.2    Vermeulen, H.3    Peute, L.W.4
  • 42
    • 16544365697 scopus 로고    scopus 로고
    • A framework for classifying decision support systems
    • AMIA Annu Symp Proc.
    • Sim I, Berlin A. A framework for classifying decision support systems. In: AMIA Annu Symp Proc.; 2003. p. 599-603.
    • (2003) , pp. 599-603
    • Sim, I.1    Berlin, A.2
  • 43
    • 0029278606 scopus 로고
    • An appraisal of internist-i
    • Wolfram D.A. An appraisal of internist-i. Artif Intell Med 1995, 7:93-116.
    • (1995) Artif Intell Med , vol.7 , pp. 93-116
    • Wolfram, D.A.1
  • 44
    • 0020243381 scopus 로고
    • caduceus: A computerized diagnostic consultation system in internal medicine
    • Proc Annu Symp Comput Appl Med Care
    • Myers JD, Pople HE, Miller RA. caduceus: A computerized diagnostic consultation system in internal medicine. In: Proc Annu Symp Comput Appl Med Care, 1982. p. 44-7.
    • (1982) , pp. 44-7
    • Myers, J.D.1    Pople, H.E.2    Miller, R.A.3
  • 45
    • 0003810266 scopus 로고
    • Computer-based medical consultations
    • Elsevier, New York
    • Shortliffe E.H. Computer-based medical consultations. MYCIN 1976, Elsevier, New York.
    • (1976) MYCIN
    • Shortliffe, E.H.1
  • 47
    • 77955558435 scopus 로고    scopus 로고
    • The promises of personalized medicine
    • Cascorbi I. The promises of personalized medicine. Eur J Clin Pharmacol 2010, 66:749-754.
    • (2010) Eur J Clin Pharmacol , vol.66 , pp. 749-754
    • Cascorbi, I.1
  • 49
    • 84861914788 scopus 로고    scopus 로고
    • Riaño D. Formal intervention plans III. K4CARE project report D06, <; 2008 (accessed Nov).
    • Campana F, Riaño D. Formal intervention plans III. K4CARE project report D06, <; 2008 (accessed Nov 2011). http://banzai-deim.urv.net/projects/K4CARE/Docs/5-K4CARE-FIPs03.pdf.
    • (2011)
    • Campana, F.1
  • 50
    • 84861901524 scopus 로고    scopus 로고
    • Case profile ontology. K4CARE project report D05.3, <>; 2008 [accessed November].
    • Ercolani S, Real F, Annicchiarico R, Campana F, Federici A, Mecocci P, et al. Case profile ontology. K4CARE project report D05.3, <>; 2008 [accessed November 2011]. http://banzai-deim.urv.cat/projects/K4CARE/Docs/4-K4CARE-CPO.pdf.
    • (2011)
    • Ercolani, S.1    Real, F.2    Annicchiarico, R.3    Campana, F.4    Federici, A.5    Mecocci, P.6
  • 51
    • 70350352564 scopus 로고    scopus 로고
    • Home care personalisation with individual intervention plans
    • Knowledge management health-care procedures, LNAI 5626
    • Isern D, Moreno A, Pedone G, Sánchez D, Varga LZ. Home care personalisation with individual intervention plans. In: Knowledge management health-care procedures, LNAI 5626, 2009. p. 134-51.
    • (2009) , pp. 134-51
    • Isern, D.1    Moreno, A.2    Pedone, G.3    Sánchez, D.4    Varga, L.Z.5
  • 52
    • 79952011311 scopus 로고    scopus 로고
    • Ontology-based retrospective and prospective diagnosis and medical knowledge personalization
    • Knowledge representation for health-care, LNAI 6512
    • Romero C, Riaño D, Real F. Ontology-based retrospective and prospective diagnosis and medical knowledge personalization. In: Knowledge representation for health-care, LNAI 6512; 2011. p. 1-15.
    • (2011) , pp. 1-15
    • Romero, C.1    Riaño, D.2    Real, F.3
  • 53
    • 84861852577 scopus 로고    scopus 로고
    • Validation and assessment of platform - II. K4CARE project report D12.2, <>; 2009 [accessed November].
    • Tomassini P, Campana F, Quattrociocchi C, Tini N, Dolezal J, Annicchiarico R, et al. Validation and assessment of platform - II. K4CARE project report D12.2, <>; 2009 [accessed November 2011]. http://banzai-deim.urv.cat/projects/K4CARE/Docs/8-K4CARE-Valid02.pdf.
    • (2011)
    • Tomassini, P.1    Campana, F.2    Quattrociocchi, C.3    Tini, N.4    Dolezal, J.5    Annicchiarico, R.6
  • 54
    • 84861852581 scopus 로고    scopus 로고
    • Ontology-Based Diagnosis and Personalization of Medical Knowledge
    • MsC thesis dissertation, <>; 2009 [accessed November].
    • Romero C. Ontology-Based Diagnosis and Personalization of Medical Knowledge. MsC thesis dissertation, <>; 2009 [accessed November 2011]. http://https://deim.urv.cat/~pfc/docs/pfc735/d1244024300.pdf.
    • (2011)
    • Romero, C.1


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