메뉴 건너뛰기




Volumn 87, Issue , 2017, Pages 370-383

Smart health: Big data enabled health paradigm within smart cities

Author keywords

Big data; Framework; Healthcare; Smart system

Indexed keywords

HEALTH CARE; SMART CITY; UBIQUITOUS COMPUTING;

EID: 85021432726     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2017.06.027     Document Type: Review
Times cited : (255)

References (117)
  • 3
    • 84872105691 scopus 로고    scopus 로고
    • Smart health monitoring systems: An overview of design and modeling
    • Baig, M.M., Gholamhosseini, H., Smart health monitoring systems: An overview of design and modeling. Journal of Medical Systems 37:2 (2013), 1–14.
    • (2013) Journal of Medical Systems , vol.37 , Issue.2 , pp. 1-14
    • Baig, M.M.1    Gholamhosseini, H.2
  • 5
    • 85021444815 scopus 로고    scopus 로고
    • BCBSMA (2011). http://www.ibmbigdatahub.com/pdf/bcbs-massachusetts-breaks-information-barriers.
    • (2011)
  • 7
    • 84896698938 scopus 로고    scopus 로고
    • PredictSNP: Robust and accurate consensus classifier for prediction of disease-related mutations
    • Bendl, J., Stourac, J., Salanda, O., Pavelka, A., Wieben, E.D., Zendulka, J., et al. PredictSNP: Robust and accurate consensus classifier for prediction of disease-related mutations. PLoS Computational Biology, 10(1), 2014, e1003440.
    • (2014) PLoS Computational Biology , vol.10 , Issue.1
    • Bendl, J.1    Stourac, J.2    Salanda, O.3    Pavelka, A.4    Wieben, E.D.5    Zendulka, J.6
  • 8
    • 3242892058 scopus 로고    scopus 로고
    • GPCRpred: An SVM-based method for prediction of families and subfamilies of G-protein coupled receptors
    • Bhasin, M., Raghava, G.P.S., GPCRpred: An SVM-based method for prediction of families and subfamilies of G-protein coupled receptors. Nucleic Acids Research 32:Suppl. 2 (2004), W383–W389.
    • (2004) Nucleic Acids Research , vol.32 , pp. W383-W389
    • Bhasin, M.1    Raghava, G.P.S.2
  • 9
    • 0034740222 scopus 로고    scopus 로고
    • Drug design by machine learning: Support vector machines for pharmaceutical data analysis
    • Burbidge, R., Trotter, M., Buxton, B., Holden, S., Drug design by machine learning: Support vector machines for pharmaceutical data analysis. Computers & Chemistry 26:1 (2001), 5–14.
    • (2001) Computers & Chemistry , vol.26 , Issue.1 , pp. 5-14
    • Burbidge, R.1    Trotter, M.2    Buxton, B.3    Holden, S.4
  • 10
    • 85021433618 scopus 로고    scopus 로고
    • CAH, (2011). https://www.healthcore.com/collaborations/.
    • (2011)
  • 13
    • 2342473869 scopus 로고    scopus 로고
    • Fever detection from free-text clinical records for biosurveillance
    • Chapman, W.W., Dowling, J.N., Wagner, M.M., Fever detection from free-text clinical records for biosurveillance. Journal of Biomedical Informatics 37:2 (2004), 120–127.
    • (2004) Journal of Biomedical Informatics , vol.37 , Issue.2 , pp. 120-127
    • Chapman, W.W.1    Dowling, J.N.2    Wagner, M.M.3
  • 15
    • 84916597404 scopus 로고    scopus 로고
    • Business intelligence and analytics: From big data to big impact
    • Chen, H., Chiang, R.H., Storey, V.C., Business intelligence and analytics: From big data to big impact. MIS Quarterly 36:4 (2012), 1165–1188.
    • (2012) MIS Quarterly , vol.36 , Issue.4 , pp. 1165-1188
    • Chen, H.1    Chiang, R.H.2    Storey, V.C.3
  • 16
    • 34547664427 scopus 로고    scopus 로고
    • Knowledge management, data mining, and text mining in medical informatics
    • Springer US
    • Chen, H., Fuller, S.S., Friedman, C., Hersh, W., Knowledge management, data mining, and text mining in medical informatics. Medical informatics, 2005, Springer US, 3–33.
    • (2005) Medical informatics , pp. 3-33
    • Chen, H.1    Fuller, S.S.2    Friedman, C.3    Hersh, W.4
  • 17
    • 84925280117 scopus 로고    scopus 로고
    • ROCHAS: Robotics and cloud-assisted healthcare system for empty nester
    • ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering) Sept.
    • Chen, M., Ma, Y., Ullah, S., Cai, W., Song, E., ROCHAS: Robotics and cloud-assisted healthcare system for empty nester. Proceedings of the 8th international conference on body area networks, Sept. 2013, ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering), 217–220.
    • (2013) Proceedings of the 8th international conference on body area networks , pp. 217-220
    • Chen, M.1    Ma, Y.2    Ullah, S.3    Cai, W.4    Song, E.5
  • 18
    • 84862795414 scopus 로고    scopus 로고
    • Structure-based virtual screening for drug discovery: A problem-centric review
    • Cheng, T., Li, Q., Zhou, Z., Wang, Y., Bryant, S.H., Structure-based virtual screening for drug discovery: A problem-centric review. The AAPS Journal 14:1 (2012), 133–141.
    • (2012) The AAPS Journal , vol.14 , Issue.1 , pp. 133-141
    • Cheng, T.1    Li, Q.2    Zhou, Z.3    Wang, Y.4    Bryant, S.H.5
  • 20
    • 33845297647 scopus 로고    scopus 로고
    • Getting to ‘smart’ health care
    • Clancy, C.M., Getting to ‘smart’ health care. Health Affairs 25:6 (2006), w589–w592.
    • (2006) Health Affairs , vol.25 , Issue.6 , pp. w589-w592
    • Clancy, C.M.1
  • 21
    • 85021422731 scopus 로고    scopus 로고
    • Information retrieved at January 2017 from.
    • Cleveland Clinic (2011). Information retrieved at January 2017 from http://my.clevelandclinic.org/media_relations/library/2011/2011-10-6-cleveland-clinic-unveils-top-10-medical-innovations-for-2012.aspx.
    • (2011)
  • 22
    • 84940878946 scopus 로고    scopus 로고
    • Smart and digital city: A systematic literature review
    • Springer International Publishing
    • Cocchia, A., Smart and digital city: A systematic literature review. Smart city, 2014, Springer International Publishing, 13–43.
    • (2014) Smart city , pp. 13-43
    • Cocchia, A.1
  • 23
    • 17244380380 scopus 로고    scopus 로고
    • A survey of current work in biomedical text mining
    • Cohen, A.M., Hersh, W.R., A survey of current work in biomedical text mining. Briefings in Bioinformatics 6:1 (2005), 57–71.
    • (2005) Briefings in Bioinformatics , vol.6 , Issue.1 , pp. 57-71
    • Cohen, A.M.1    Hersh, W.R.2
  • 24
    • 41549138882 scopus 로고    scopus 로고
    • GerAmi: Improving healthcare delivery in geriatric residences
    • Corchado, J.M., Bajo, J., Abraham, A., GerAmi: Improving healthcare delivery in geriatric residences. IEEE Intelligent Systems 23:2 (2008), 19–25.
    • (2008) IEEE Intelligent Systems , vol.23 , Issue.2 , pp. 19-25
    • Corchado, J.M.1    Bajo, J.2    Abraham, A.3
  • 25
    • 10244245424 scopus 로고    scopus 로고
    • BioRAT: Extracting biological information from full-length papers
    • Corney, D.P., Buxton, B.F., Langdon, W.B., Jones, D.T., BioRAT: Extracting biological information from full-length papers. Bioinformatics 20:17 (2004), 3206–3213.
    • (2004) Bioinformatics , vol.20 , Issue.17 , pp. 3206-3213
    • Corney, D.P.1    Buxton, B.F.2    Langdon, W.B.3    Jones, D.T.4
  • 28
    • 84877771183 scopus 로고    scopus 로고
    • Leveraging the capabilities of service-oriented decision support systems: Putting analytics and big data in cloud
    • Demirkan, H., Delen, D., Leveraging the capabilities of service-oriented decision support systems: Putting analytics and big data in cloud. Decision Support Systems 55:1 (2013), 412–421.
    • (2013) Decision Support Systems , vol.55 , Issue.1 , pp. 412-421
    • Demirkan, H.1    Delen, D.2
  • 29
    • 84930149210 scopus 로고    scopus 로고
    • Strengthening health care's supply chain: A five-step plan
    • Ebel, T., Larsen, E., Shah, K., Strengthening health care's supply chain: A five-step plan. McKinsey Quarterly, 2013, 1–6.
    • (2013) McKinsey Quarterly , pp. 1-6
    • Ebel, T.1    Larsen, E.2    Shah, K.3
  • 30
    • 85021433642 scopus 로고    scopus 로고
    • The Health 2.0 definition: Not just the latest, the greatest!. Ted Eytan, MD, 13.
    • Eytan, T. (2008). The Health 2.0 definition: Not just the latest, the greatest!. Ted Eytan, MD, 13.
    • (2008)
    • Eytan, T.1
  • 31
    • 85021421466 scopus 로고    scopus 로고
    • Evaluating natural language processors in the clinical domain
    • Friedman, C., Hripcsak, G., Evaluating natural language processors in the clinical domain. Development, 22, 1998, 24.
    • (1998) Development , vol.22 , pp. 24
    • Friedman, C.1    Hripcsak, G.2
  • 32
    • 85021429510 scopus 로고    scopus 로고
    • Drowning in big data? reducing information technology complexities and costs for healthcare organizations.
    • Frost, S. (2015). Drowning in big data? reducing information technology complexities and costs for healthcare organizations.
    • (2015)
    • Frost, S.1
  • 35
    • 33749564787 scopus 로고    scopus 로고
    • Self-powered wireless sensor networks for remote patient monitoring in hospitals
    • Hande, A., Polk, T., Walker, W., Bhatia, D., Self-powered wireless sensor networks for remote patient monitoring in hospitals. Sensors 6:9 (2006), 1102–1117.
    • (2006) Sensors , vol.6 , Issue.9 , pp. 1102-1117
    • Hande, A.1    Polk, T.2    Walker, W.3    Bhatia, D.4
  • 36
    • 84936771799 scopus 로고    scopus 로고
    • The development of online doctor reviews in China: An analysis of the largest online doctor review website in China
    • Hao, H., The development of online doctor reviews in China: An analysis of the largest online doctor review website in China. Journal of Medical Internet Research, 17(6), 2015.
    • (2015) Journal of Medical Internet Research , vol.17 , Issue.6
    • Hao, H.1
  • 37
    • 85021426509 scopus 로고    scopus 로고
    • HDI, (2010). https://www.hhs.gov/idealab/health-data-initiative/.
    • (2010)
  • 38
    • 85013428711 scopus 로고    scopus 로고
    • A review of data mining using big data in health informatics
    • Herland, M., Khoshgoftaar, T.M., Wald, R., A review of data mining using big data in health informatics. Journal of Big Data, 1(1), 2014, 1.
    • (2014) Journal of Big Data , vol.1 , Issue.1 , pp. 1
    • Herland, M.1    Khoshgoftaar, T.M.2    Wald, R.3
  • 39
    • 85021454052 scopus 로고    scopus 로고
    • HIMSS (Sept. 2016). Asia Pacific: HIMSS and SMART Healthcare in Asia Pacific, a HIMSS Asia Pacific exclusive article.
    • HIMSS (Sept. 2016). Asia Pacific: HIMSS and SMART Healthcare in Asia Pacific, a HIMSS Asia Pacific exclusive article. (http://www.himssasiapac.org/content-library/exclusive-articles).
  • 40
    • 85021399149 scopus 로고    scopus 로고
    • Information retrieved at February 2017 from.
    • HMS & HPH (2012). Information retrieved at February 2017 from http://ihealthtran.com/wordpress/2013/03/iht%C2%B2-releases-big-data-research-reportdownload-today/.
    • (2012)
  • 41
    • 37249042636 scopus 로고    scopus 로고
    • ADME evaluation in drug discovery. 8. The prediction of human intestinal absorption by a support vector machine
    • Hou, T., Wang, J., Li, Y., ADME evaluation in drug discovery. 8. The prediction of human intestinal absorption by a support vector machine. Journal of Chemical Information and Modeling 47:6 (2007), 2408–2415.
    • (2007) Journal of Chemical Information and Modeling , vol.47 , Issue.6 , pp. 2408-2415
    • Hou, T.1    Wang, J.2    Li, Y.3
  • 42
    • 52449111216 scopus 로고    scopus 로고
    • Health 2.0 and Medicine 2.0: Tensions and controversies in the field
    • Hughes, B., Joshi, I., Wareham, J., Health 2.0 and Medicine 2.0: Tensions and controversies in the field. Journal of Medical Internet Research, 10(3), 2008, e23.
    • (2008) Journal of Medical Internet Research , vol.10 , Issue.3 , pp. e23
    • Hughes, B.1    Joshi, I.2    Wareham, J.3
  • 43
    • 85021416465 scopus 로고    scopus 로고
    • IBM Software, (2015). http://www-03.ibm.com/software/products/en/ibm-smart-analytics-system.
    • (2015)
    • IBM Software1
  • 44
    • 85021421440 scopus 로고    scopus 로고
    • IHIE, (2004). http://www.ihie.org/.
    • (2004)
  • 45
    • 85021447562 scopus 로고    scopus 로고
    • IHTT, (2013). Transforming health care through big data strategies for leveraging big data in the health care industry.
    • IHTT, (2013). Transforming health care through big data strategies for leveraging big data in the health care industry http://ihealthtran.com/wordpress/2013/03/iht%C2%B2-releases-big-data-research-reportdownload-today/.
  • 46
    • 85021447555 scopus 로고    scopus 로고
    • IOR, (2011). http://www.ior.it/en/curarsi-al-rizzoli.
    • (2011)
  • 49
    • 81055138684 scopus 로고    scopus 로고
    • Big data: The next frontier for innovation, competition, and productivity
    • The McKinsey Global Institute
    • James, M., Michael, C., Brad, B., Jacques, B., Richard, D., Charles, R., et al. Big data: The next frontier for innovation, competition, and productivity. 2011, The McKinsey Global Institute.
    • (2011)
    • James, M.1    Michael, C.2    Brad, B.3    Jacques, B.4    Richard, D.5    Charles, R.6
  • 50
    • 33845339602 scopus 로고    scopus 로고
    • How common are electronic health records in the United States? A summary of the evidence
    • Jha, A.K., Ferris, T.G., Donelan, K., DesRoches, C., Shields, A., Rosenbaum, S., et al. How common are electronic health records in the United States? A summary of the evidence. Health Affairs 25:6 (2006), w496–w507.
    • (2006) Health Affairs , vol.25 , Issue.6 , pp. w496-w507
    • Jha, A.K.1    Ferris, T.G.2    Donelan, K.3    DesRoches, C.4    Shields, A.5    Rosenbaum, S.6
  • 51
    • 34547566118 scopus 로고    scopus 로고
    • CanPredict: A computational tool for predicting cancer-associated missense mutations
    • Kaminker, J.S., Zhang, Y., Watanabe, C., Zhang, Z., CanPredict: A computational tool for predicting cancer-associated missense mutations. Nucleic Acids Research 35:Suppl. 2 (2007), W595–W598.
    • (2007) Nucleic Acids Research , vol.35 , pp. W595-W598
    • Kaminker, J.S.1    Zhang, Y.2    Watanabe, C.3    Zhang, Z.4
  • 52
    • 56349123043 scopus 로고    scopus 로고
    • An expert system for detection of breast cancer based on association rules and neural network
    • Karabatak, M., Ince, M.C., An expert system for detection of breast cancer based on association rules and neural network. Expert Systems with Applications 36:2 (2009), 3465–3469.
    • (2009) Expert Systems with Applications , vol.36 , Issue.2 , pp. 3465-3469
    • Karabatak, M.1    Ince, M.C.2
  • 53
    • 34248582397 scopus 로고    scopus 로고
    • ESTDD: Expert system for thyroid diseases diagnosis
    • Keleş, A., Keleş, A., ESTDD: Expert system for thyroid diseases diagnosis. Expert Systems with Applications 34:1 (2008), 242–246.
    • (2008) Expert Systems with Applications , vol.34 , Issue.1 , pp. 242-246
    • Keleş, A.1    Keleş, A.2
  • 54
    • 85073682542 scopus 로고    scopus 로고
    • Big data, new epistemologies and paradigm shifts
    • 2053951714528481
    • Kitchin, R., Big data, new epistemologies and paradigm shifts. Big Data & Society 1:1 (2014), 1–12 2053951714528481.
    • (2014) Big Data & Society , vol.1 , Issue.1 , pp. 1-12
    • Kitchin, R.1
  • 55
    • 84894317469 scopus 로고    scopus 로고
    • The real-time city? Big data and smart urbanism
    • Kitchin, R., The real-time city? Big data and smart urbanism. GeoJournal 79:1 (2014), 1–14.
    • (2014) GeoJournal , vol.79 , Issue.1 , pp. 1-14
    • Kitchin, R.1
  • 57
    • 0034922742 scopus 로고    scopus 로고
    • Machine learning for medical diagnosis: History, state of the art and perspective
    • Kononenko, I., Machine learning for medical diagnosis: History, state of the art and perspective. Artificial Intelligence in Medicine 23:1 (2001), 89–109.
    • (2001) Artificial Intelligence in Medicine , vol.23 , Issue.1 , pp. 89-109
    • Kononenko, I.1
  • 61
    • 84908368843 scopus 로고    scopus 로고
    • Veracity roadmap: Is big data objective, truthful and credible?
    • Lukoianova, T., Rubin, V.L., Veracity roadmap: Is big data objective, truthful and credible?. Advances in Classification Research Online 24:1 (2014), 4–15.
    • (2014) Advances in Classification Research Online , vol.24 , Issue.1 , pp. 4-15
    • Lukoianova, T.1    Rubin, V.L.2
  • 62
    • 33749050118 scopus 로고    scopus 로고
    • Machine learning in medical applications
    • Springer Berlin, Heidelberg
    • Magoulas, G.D., Prentza, A., Machine learning in medical applications. Machine learning and its applications, 2001, Springer, Berlin, Heidelberg, 300–307.
    • (2001) Machine learning and its applications , pp. 300-307
    • Magoulas, G.D.1    Prentza, A.2
  • 64
    • 0003692623 scopus 로고    scopus 로고
    • Handbook of neural computing applications
    • Academic Press
    • Maren, A.J., Harston, C.T., Pap, R.M., Handbook of neural computing applications. 2014, Academic Press.
    • (2014)
    • Maren, A.J.1    Harston, C.T.2    Pap, R.M.3
  • 65
    • 85021395930 scopus 로고    scopus 로고
    • Mayo Clinic, (2010). http://www.mayo.edu/research/.
    • (2010)
    • Mayo Clinic1
  • 66
    • 85021403832 scopus 로고    scopus 로고
    • Smart integrated biodiagnostic systems for healthcare.
    • McNeil, C., & Wenn, D., (2010). Smart integrated biodiagnostic systems for healthcare.
    • (2010)
    • McNeil, C.1    Wenn, D.2
  • 67
    • 85013397168 scopus 로고    scopus 로고
    • Privacy and big data: Scalable approaches to sanitize large transactional databases for sharing
    • Menon, S., Sarkar, S., Privacy and big data: Scalable approaches to sanitize large transactional databases for sharing. MIS Quarterly 40:4 (2016), 963–981.
    • (2016) MIS Quarterly , vol.40 , Issue.4 , pp. 963-981
    • Menon, S.1    Sarkar, S.2
  • 68
    • 85021419099 scopus 로고    scopus 로고
    • MHCG, (2010). https://www.03.ibm.com/press/au/en/.
    • (2010)
  • 69
    • 84930202065 scopus 로고    scopus 로고
    • Forecast: The internet of things, worldwide
    • Gartner Research
    • Middleton, P., Kjeldsen, P., Tully, J., Forecast: The internet of things, worldwide. 2013, Gartner Research.
    • (2013)
    • Middleton, P.1    Kjeldsen, P.2    Tully, J.3
  • 73
    • 85021409434 scopus 로고    scopus 로고
    • Information retrieved at February 2017 from
    • NCBC. Information retrieved at February 2017 from http://biocomp.stanford.edu/, 1998.
    • (1998)
  • 74
    • 36248995448 scopus 로고    scopus 로고
    • Applications of software agent technology in the health care domain
    • Birkhauser Verlag
    • Nealon, J.L., Applications of software agent technology in the health care domain. 2003, Birkhauser Verlag.
    • (2003)
    • Nealon, J.L.1
  • 75
    • 85021399159 scopus 로고    scopus 로고
    • NHS, (2009). http://www.rbht.nhs.uk/.
    • (2009)
  • 76
    • 0141515736 scopus 로고    scopus 로고
    • MedScan, a natural language processing engine for MEDLINE abstracts
    • Novichkova, S., Egorov, S., Daraselia, N., MedScan, a natural language processing engine for MEDLINE abstracts. Bioinformatics 19:13 (2003), 1699–1706.
    • (2003) Bioinformatics , vol.19 , Issue.13 , pp. 1699-1706
    • Novichkova, S.1    Egorov, S.2    Daraselia, N.3
  • 77
    • 85021421456 scopus 로고    scopus 로고
    • NSF, (2012). Smart Health and Wellbeing (SBH).
    • NSF, (2012). Smart Health and Wellbeing (SBH) http://www.nsf.gov/pubs/2012/nsf12512/nsf12512.htm.
  • 78
    • 85021423808 scopus 로고    scopus 로고
    • NYGH, (2016). http://www.nygh.on.ca/.
    • (2016)
  • 79
    • 85021423806 scopus 로고    scopus 로고
    • OsSc, (2014). http://www.agenziafarmaco.gov.it/en.
    • (2014)
  • 80
    • 85021429600 scopus 로고    scopus 로고
    • PatientsLikeMe, (2004). https://www.patientslikeme.com/.
    • (2004)
  • 81
    • 84938848727 scopus 로고    scopus 로고
    • Healthcare IT adoption: An analysis of knowledge transfers in socioeconomic networks
    • Peng, G., Dey, D., Lahiri, A., Healthcare IT adoption: An analysis of knowledge transfers in socioeconomic networks. Journal of Management Information Systems 31:3 (2014), 7–34.
    • (2014) Journal of Management Information Systems , vol.31 , Issue.3 , pp. 7-34
    • Peng, G.1    Dey, D.2    Lahiri, A.3
  • 82
    • 85011103550 scopus 로고    scopus 로고
    • A privacy preserving framework for big data in e-government
    • Paper 72
    • Pramanik, M.I., Lau, R.Y., Yue, W.T., A privacy preserving framework for big data in e-government. Proceedings of PACIS 2016, 2016 Paper 72.
    • (2016) Proceedings of PACIS 2016
    • Pramanik, M.I.1    Lau, R.Y.2    Yue, W.T.3
  • 85
    • 85016627002 scopus 로고    scopus 로고
    • Development status of domestic and foreign smart city
    • Qin, H., Li, H., Zhao, X., Development status of domestic and foreign smart city. Global Presence 9 (2010), 50–52.
    • (2010) Global Presence , vol.9 , pp. 50-52
    • Qin, H.1    Li, H.2    Zhao, X.3
  • 88
    • 1442336460 scopus 로고    scopus 로고
    • Automated segmentation of human brain MR images using a multi-agent approach
    • Richard, N., Dojat, M., Garbay, C., Automated segmentation of human brain MR images using a multi-agent approach. Artificial Intelligence in Medicine 30:2 (2004), 153–176.
    • (2004) Artificial Intelligence in Medicine , vol.30 , Issue.2 , pp. 153-176
    • Richard, N.1    Dojat, M.2    Garbay, C.3
  • 90
    • 84921742487 scopus 로고    scopus 로고
    • From computer innovation to human integration: Current trends and challenges for pervasive HealthTechnologies
    • Springer London
    • Röcker, C., Ziefle, M., Holzinger, A., From computer innovation to human integration: Current trends and challenges for pervasive HealthTechnologies. Pervasive health, 2014, Springer, London, 1–17.
    • (2014) Pervasive health , pp. 1-17
    • Röcker, C.1    Ziefle, M.2    Holzinger, A.3
  • 91
    • 84872404328 scopus 로고    scopus 로고
    • TDWI Best Practices Report, Fourth Quarter
    • TDWI
    • Russom, P., TDWI Best Practices Report, Fourth Quarter., 2011, TDWI, 1–35.
    • (2011) , pp. 1-35
    • Russom, P.1
  • 92
    • 84872404328 scopus 로고    scopus 로고
    • TDWI Best Practices Report, TDWI Research
    • TDWI
    • Russom, P., TDWI Best Practices Report, TDWI Research., 2013, TDWI, 1–40.
    • (2013) , pp. 1-40
    • Russom, P.1
  • 94
    • 84989911362 scopus 로고    scopus 로고
    • Towards a comprehensive data analytics framework for smart healthcare services
    • Sakr, S., Elgammal, A., Towards a comprehensive data analytics framework for smart healthcare services. Big Data Research 4 (2016), 44–58.
    • (2016) Big Data Research , vol.4 , pp. 44-58
    • Sakr, S.1    Elgammal, A.2
  • 95
    • 84887447695 scopus 로고    scopus 로고
    • The family of mapreduce and large-scale data processing systems
    • Sakr, S., Liu, A., Fayoumi, A.G., The family of mapreduce and large-scale data processing systems. ACM Computing Surveys, 46(1), 2013, 11.
    • (2013) ACM Computing Surveys , vol.46 , Issue.1 , pp. 11
    • Sakr, S.1    Liu, A.2    Fayoumi, A.G.3
  • 96
    • 85021428459 scopus 로고    scopus 로고
    • Sermo (2005). http://www.sermo.com/.
    • (2005)
  • 99
    • 84906255755 scopus 로고    scopus 로고
    • Determining wellness through an ambient assisted living environment
    • Suryadevara, N.K., Mukhopadhyay, S.C., Determining wellness through an ambient assisted living environment. IEEE Intelligent Systems 29:3 (2014), 30–37.
    • (2014) IEEE Intelligent Systems , vol.29 , Issue.3 , pp. 30-37
    • Suryadevara, N.K.1    Mukhopadhyay, S.C.2
  • 101
    • 33845574135 scopus 로고    scopus 로고
    • Privacy-aware autonomous agents for pervasive healthcare
    • Tentori, M., Favela, J., Rodriguez, M.D., Privacy-aware autonomous agents for pervasive healthcare. IEEE Intelligent Systems 21:6 (2006), 55–62.
    • (2006) IEEE Intelligent Systems , vol.21 , Issue.6 , pp. 55-62
    • Tentori, M.1    Favela, J.2    Rodriguez, M.D.3
  • 102
  • 103
    • 84861473763 scopus 로고    scopus 로고
    • The creative destruction of medicine: How the digital revolution will create better health care
    • Basic Books
    • Topol, E.J., The creative destruction of medicine: How the digital revolution will create better health care. 2012, Basic Books.
    • (2012)
    • Topol, E.J.1
  • 104
    • 0348011360 scopus 로고    scopus 로고
    • Pervasive healthcare
    • Varshney, U., Pervasive healthcare. Computer 36:12 (2003), 138–140.
    • (2003) Computer , vol.36 , Issue.12 , pp. 138-140
    • Varshney, U.1
  • 105
    • 34548269952 scopus 로고    scopus 로고
    • Pervasive healthcare and wireless health monitoring
    • Varshney, U., Pervasive healthcare and wireless health monitoring. Mobile Networks and Applications 12:2–3 (2007), 113–127.
    • (2007) Mobile Networks and Applications , vol.12 , Issue.2-3 , pp. 113-127
    • Varshney, U.1
  • 106
    • 84878223897 scopus 로고    scopus 로고
    • Smart medication management system and multiple interventions for medication adherence
    • Varshney, U., Smart medication management system and multiple interventions for medication adherence. Decision Support Systems 55:2 (2013), 538–551.
    • (2013) Decision Support Systems , vol.55 , Issue.2 , pp. 538-551
    • Varshney, U.1
  • 107
    • 84908155888 scopus 로고    scopus 로고
    • Mobile health: Four emerging themes of research
    • Varshney, U., Mobile health: Four emerging themes of research. Decision Support Systems 66 (2014), 20–35.
    • (2014) Decision Support Systems , vol.66 , pp. 20-35
    • Varshney, U.1
  • 110
    • 85021433704 scopus 로고    scopus 로고
    • WIH, (2010). http://www.china.org.cn/china/2015-12/15/content_37320606_3.htm.
    • (2010)
  • 111
    • 84978792210 scopus 로고    scopus 로고
    • A multi-agent system to support evidence based medicine and clinical decision making via data sharing and data privacy
    • Wimmer, H., Yoon, V.Y., Sugumaran, V., A multi-agent system to support evidence based medicine and clinical decision making via data sharing and data privacy. Decision Support Systems 88 (2016), 51–66.
    • (2016) Decision Support Systems , vol.88 , pp. 51-66
    • Wimmer, H.1    Yoon, V.Y.2    Sugumaran, V.3
  • 112
    • 0004285157 scopus 로고    scopus 로고
    • An introduction to multiagent systems
    • John Wiley & Sons
    • Wooldridge, M., An introduction to multiagent systems. 2009, John Wiley & Sons.
    • (2009)
    • Wooldridge, M.1
  • 114
    • 0036325427 scopus 로고    scopus 로고
    • Genomics and natural language processing
    • Yandell, M.D., Majoros, W.H., Genomics and natural language processing. Nature Reviews Genetics 3:8 (2002), 601–610.
    • (2002) Nature Reviews Genetics , vol.3 , Issue.8 , pp. 601-610
    • Yandell, M.D.1    Majoros, W.H.2
  • 115
    • 31144465333 scopus 로고    scopus 로고
    • Distributed structural health monitoring system based on smart wireless sensor and multi-agent technology
    • Yuan, S., Lai, X., Zhao, X., Xu, X., Zhang, L., Distributed structural health monitoring system based on smart wireless sensor and multi-agent technology. Smart Materials and Structures, 15(1), 2005, 1.
    • (2005) Smart Materials and Structures , vol.15 , Issue.1 , pp. 1
    • Yuan, S.1    Lai, X.2    Zhao, X.3    Xu, X.4    Zhang, L.5
  • 116
    • 0141922804 scopus 로고    scopus 로고
    • Excess length of stay, charges, and mortality attributable to medical injuries during hospitalization
    • Zhan, C., Miller, M.R., Excess length of stay, charges, and mortality attributable to medical injuries during hospitalization. JAMA 290:14 (2003), 1868–1874.
    • (2003) JAMA , vol.290 , Issue.14 , pp. 1868-1874
    • Zhan, C.1    Miller, M.R.2
  • 117
    • 84955314666 scopus 로고    scopus 로고
    • Semi-automatic segmentation of 3D liver tumors from CT scans using voxel classification and propagational learning
    • Sept.
    • Zhou, J., Xiong, W., Tian, Q., Qi, Y., Liu, J., Leow, W.K., et al. Semi-automatic segmentation of 3D liver tumors from CT scans using voxel classification and propagational learning. Proceedings of MICCAI workshop, Vol. 41, Sept. 2008, 43.
    • (2008) Proceedings of MICCAI workshop , vol.41 , pp. 43
    • Zhou, J.1    Xiong, W.2    Tian, Q.3    Qi, Y.4    Liu, J.5    Leow, W.K.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.