메뉴 건너뛰기




Volumn 2, Issue 2, 2014, Pages

Making Big Data Useful for Health Care: A Summary of the Inaugural MIT Critical Data Conference

Author keywords

Big data; Knowledge creation; Machine learning; Open data; Unreliable research

Indexed keywords


EID: 85099688310     PISSN: None     EISSN: 22919694     Source Type: Journal    
DOI: 10.2196/medinform.3447     Document Type: Review
Times cited : (71)

References (27)
  • 1
    • 84878993675 scopus 로고    scopus 로고
    • "Big data" in the intensive care unit. Closing the data loop
    • Jun 1; [doi] [Medline: 23725609]
    • Celi LA, Mark RG, Stone DJ, Montgomery RA. "Big data" in the intensive care unit. Closing the data loop. Am J Respir Crit Care Med 2013 Jun 1;187(11):1157-1160. [doi: 10.1164/rccm.201212-2311ED] [Medline: 23725609].
    • (2013) Am J Respir Crit Care Med , vol.187 , Issue.11 , pp. 1157-1160
    • Celi, LA1    Mark, RG2    Stone, DJ3    Montgomery, RA.4
  • 2
    • 84887063938 scopus 로고    scopus 로고
    • Public preferences about secondary uses of electronic health information
    • Oct 28; [doi] [Medline: 23958803]
    • Grande D, Mitra N, Shah A, Wan F, Asch DA. Public preferences about secondary uses of electronic health information. JAMA Intern Med 2013 Oct 28;173(19):1798-1806. [doi: 10.1001/jamainternmed.2013.9166] [Medline: 23958803].
    • (2013) JAMA Intern Med , vol.173 , Issue.19 , pp. 1798-1806
    • Grande, D1    Mitra, N2    Shah, A3    Wan, F4    Asch, DA.5
  • 3
    • 84871857828 scopus 로고    scopus 로고
    • Big data: The management revolution
    • Oct; 68, 128. [Medline: 23074865]
    • McAfee A, Brynjolfsson E. Big data: The management revolution. Harv Bus Rev 2012 Oct;90(10):60-6, 68, 128. [Medline: 23074865].
    • (2012) Harv Bus Rev , vol.90 , Issue.10 , pp. 60-66
    • McAfee, A1    Brynjolfsson, E.2
  • 4
    • 84894105545 scopus 로고    scopus 로고
    • What Big Data means to me
    • [doi] [Medline: 24509599]
    • Bourne PE. What Big Data means to me. J Am Med Inform Assoc 2014;21(2):194. [doi: 10.1136/amiajnl-2014-002651] [Medline: 24509599].
    • (2014) J Am Med Inform Assoc , vol.21 , Issue.2 , pp. 194
    • Bourne, PE.1
  • 5
    • 85102592069 scopus 로고    scopus 로고
    • The MIMIC II project. Cambridge, MA: Massachusetts Institute of Technology [accessed 2014-08-11] [WebCite Cache ID 6RkH0iGr1]
    • The MIMIC II project. Cambridge, MA: Massachusetts Institute of Technology URL: Http://mimic.physionet.org [accessed 2014-08-11] [WebCite Cache ID 6RkH0iGr1].
  • 6
    • 85102588814 scopus 로고    scopus 로고
    • [accessed 2014-08-20] [WebCite Cache ID 6Rxk41BBR]
    • Critical data: Empowering big data in critical care. URL: Http://criticaldata.mit.edu/past-events/[accessed 2014-08-20] [WebCite Cache ID 6Rxk41BBR].
    • Critical data: Empowering big data in critical care
  • 7
    • 79959956769 scopus 로고    scopus 로고
    • Oct 4. Lies, damned lies, and medical scienceURL: [accessed 2014-08-11] [WebCite Cache ID 6RkHK88k4]
    • Freedman DH. The Atlantic. 2010 Oct 4. Lies, damned lies, and medical scienceURL: Http://www.theatlantic.com/magazine/archive/2010/11/lies-damned-lies-and-medical-science/308269/[accessed 2014-08-11] [WebCite Cache ID 6RkHK88k4].
    • (2010) The Atlantic
    • Freedman, DH.1
  • 8
    • 85102556380 scopus 로고    scopus 로고
    • The Economist. London, UK; Oct 19. Trouble at the labURL: [accessed 2014-08-11] [WebCite Cache ID 6RkHeZm6r]
    • The Economist. London, UK; 2013 Oct 19. Trouble at the labURL: Http://www.economist.com/news/briefing/21588057-scientists-think-science-self-correcting-alarming-degree-it-not-trouble [accessed 2014-08-11] [WebCite Cache ID 6RkHeZm6r].
    • (2013)
  • 9
    • 84878841331 scopus 로고    scopus 로고
    • Pharmacovigilance: An active surveillance system to proactively identify risks for adverse events
    • Jun; [doi] [Medline: 23530466]
    • Moses C, Celi LA, Marshall J. Pharmacovigilance: An active surveillance system to proactively identify risks for adverse events. Popul Health Manag 2013 Jun;16(3):147-149. [doi: 10.1089/pop.2012.0100] [Medline: 23530466].
    • (2013) Popul Health Manag , vol.16 , Issue.3 , pp. 147-149
    • Moses, C1    Celi, LA2    Marshall, J.3
  • 10
    • 33845429600 scopus 로고    scopus 로고
    • Toward a national framework for the secondary use of health data: An American Medical Informatics Association White Paper
    • Jan; [FREE Full text] [doi] [Medline: 17077452]
    • Safran C, Bloomrosen M, Hammond WE, Labkoff S, Markel-Fox S, Tang PC, Expert Panel. Toward a national framework for the secondary use of health data: An American Medical Informatics Association White Paper. J Am Med Inform Assoc 2007 Jan;14(1):1-9 [FREE Full text] [doi: 10.1197/jamia.M2273] [Medline: 17077452].
    • (2007) J Am Med Inform Assoc , vol.14 , Issue.1 , pp. 1-9
    • Safran, C1    Bloomrosen, M2    Hammond, WE3    Labkoff, S4    Markel-Fox, S5    Tang, PC6    Panel, Expert7
  • 11
    • 84870479826 scopus 로고    scopus 로고
    • Trustworthy reuse of health data: A transnational perspective
    • Jan; [doi] [Medline: 23182430]
    • Geissbuhler A, Safran C, Buchan I, Bellazzi R, Labkoff S, Eilenberg K, et al. Trustworthy reuse of health data: A transnational perspective. Int J Med Inform 2013 Jan;82(1):1-9. [doi: 10.1016/j.ijmedinf.2012.11.003] [Medline: 23182430].
    • (2013) Int J Med Inform , vol.82 , Issue.1 , pp. 1-9
    • Geissbuhler, A1    Safran, C2    Buchan, I3    Bellazzi, R4    Labkoff, S5    Eilenberg, K6
  • 12
    • 70349235378 scopus 로고    scopus 로고
    • The United States critical illness and injury trials group: An introduction
    • Aug;(Suppl): [doi] [Medline: 19667851]
    • Cobb JP, Cairns CB, Bulger E, Wong HR, Parsons PE, Angus DC, et al. The United States critical illness and injury trials group: An introduction. J Trauma 2009 Aug;67(2 Suppl):S159-S160. [doi: 10.1097/TA.0b013e3181ad3473] [Medline: 19667851].
    • (2009) J Trauma , vol.67 , Issue.2 , pp. S159-S160
    • Cobb, JP1    Cairns, CB2    Bulger, E3    Wong, HR4    Parsons, PE5    Angus, DC6
  • 13
    • 84857049015 scopus 로고    scopus 로고
    • Cambridge, MA: National Bureau of Economic Research; Working Paper 16827URL: [accessed 2014-08-11] [WebCite Cache ID 6RkHujrwl]
    • Reinhart CM, Rogoff KS. A Decade of Debt. Cambridge, MA: National Bureau of Economic Research; 2011. Working Paper 16827URL: Http://www.nber.org/papers/w16827.pdf [accessed 2014-08-11] [WebCite Cache ID 6RkHujrwl].
    • (2011) A Decade of Debt
    • Reinhart, CM1    Rogoff, KS.2
  • 14
    • 84881500523 scopus 로고    scopus 로고
    • Amherst, MA: Political Economy Research Institute; Working Paper Serie 322URL: [accessed 2014-08-11] [WebCite Cache ID 6RkI0b5Rf]
    • Herndon T, Ash M, Pollin R. Does High Public Debt Consistently Stifle Economic Growth? A Critique of Reinhart and Rogoff. Amherst, MA: Political Economy Research Institute; 2013. Working Paper Series No. 322URL: Http://www. peri.umass.edu/fileadmin/pdf/working-papers/working-papers-301-350/WP322.pdf [accessed 2014-08-11] [WebCite Cache ID 6RkI0b5Rf].
    • (2013) Does High Public Debt Consistently Stifle Economic Growth? A Critique of Reinhart and Rogoff
    • Herndon, T1    Ash, M2    Pollin, R.3
  • 15
    • 70849126253 scopus 로고    scopus 로고
    • The unreasonable effectiveness of data
    • [doi]
    • Halevy A, Norvig P, Pereira F. The unreasonable effectiveness of data. IEEE Intell Syst 2009;24(2). [doi: 10.1109/MIS.2009.36].
    • (2009) IEEE Intell Syst , vol.24 , Issue.2
    • Halevy, A1    Norvig, P2    Pereira, F.3
  • 16
    • 77649248778 scopus 로고    scopus 로고
    • Rapid identification of myocardial infarction risk associated with diabetes medications using electronic medical records
    • Mar; [FREE Full text] [doi] [Medline: 20009093]
    • Brownstein JS, Murphy SN, Goldfine AB, Grant RW, Sordo M, Gainer V, et al. Rapid identification of myocardial infarction risk associated with diabetes medications using electronic medical records. Diabetes Care 2010 Mar;33(3):526-531 [FREE Full text] [doi: 10.2337/dc09-1506] [Medline: 20009093].
    • (2010) Diabetes Care , vol.33 , Issue.3 , pp. 526-531
    • Brownstein, JS1    Murphy, SN2    Goldfine, AB3    Grant, RW4    Sordo, M5    Gainer, V6
  • 17
    • 41049092271 scopus 로고    scopus 로고
    • The tell-tale heart: Population-based surveillance reveals an association of rofecoxib and celecoxib with myocardial infarction
    • [FREE Full text] [doi] [Medline: 17786211]
    • Brownstein JS, Sordo M, Kohane IS, Mandl KD. The tell-tale heart: Population-based surveillance reveals an association of rofecoxib and celecoxib with myocardial infarction. PLoS One 2007;2(9):e840 [FREE Full text] [doi: 10.1371/journal.pone.0000840] [Medline: 17786211].
    • (2007) PLoS One , vol.2 , Issue.9 , pp. e840
    • Brownstein, JS1    Sordo, M2    Kohane, IS3    Mandl, KD.4
  • 18
    • 0034953193 scopus 로고    scopus 로고
    • The impact of the MIT-BIH arrhythmia database
    • May; [Medline: 11446209]
    • Moody GB, Mark RG. The impact of the MIT-BIH arrhythmia database. IEEE Eng Med Biol Mag 2001 May;20(3):45-50. [Medline: 11446209].
    • (2001) IEEE Eng Med Biol Mag , vol.20 , Issue.3 , pp. 45-50
    • Moody, GB1    Mark, RG.2
  • 19
    • 85102552767 scopus 로고    scopus 로고
    • Washington, DC Big Data is a Big Deal for Biomedical Research InternetURL: [accessed 2014-08-11] [WebCite Cache ID 6RkISsDjO]
    • Kalil T, Green E. Whitehouse Office of Science and Technology Policy. Washington, DC Big Data is a Big Deal for Biomedical Research InternetURL: Http://www.whitehouse.gov/blog/2013/04/23/big-data-big-deal-biomedical-research [accessed 2014-08-11] [WebCite Cache ID 6RkISsDjO].
    • Whitehouse Office of Science and Technology Policy
    • Kalil, T1    Green, E.2
  • 20
    • 84860702088 scopus 로고    scopus 로고
    • Convulsive seizure detection using a wrist-worn electrodermal activity and accelerometry biosensor
    • May; [doi] [Medline: 22432935]
    • Poh MZ, Loddenkemper T, Reinsberger C, Swenson NC, Goyal S, Sabtala MC, et al. Convulsive seizure detection using a wrist-worn electrodermal activity and accelerometry biosensor. Epilepsia 2012 May;53(5):e93-e97. [doi: 10.1111/j.1528-1167.2012.03444.x] [Medline: 22432935].
    • (2012) Epilepsia , vol.53 , Issue.5 , pp. e93-e97
    • Poh, MZ1    Loddenkemper, T2    Reinsberger, C3    Swenson, NC4    Goyal, S5    Sabtala, MC6
  • 21
    • 84861949373 scopus 로고    scopus 로고
    • Toward a taxonomy of autonomic sleep patterns with electrodermal activity
    • [doi] [Medline: 22254426]
    • Sano A, Picard RW. Toward a taxonomy of autonomic sleep patterns with electrodermal activity. Conf Proc IEEE Eng Med Biol Soc 2011;2011:777-780. [doi: 10.1109/IEMBS.2011.6090178] [Medline: 22254426].
    • (2011) Conf Proc IEEE Eng Med Biol Soc , vol.2011 , pp. 777-780
    • Sano, A1    Picard, RW.2
  • 23
    • 77950651089 scopus 로고    scopus 로고
    • The edges of understanding
    • [FREE Full text] [doi] [Medline: 20385033]
    • Lander AD. The edges of understanding. BMC Biol 2010;8:40 [FREE Full text] [doi: 10.1186/1741-7007-8-40] [Medline: 20385033].
    • (2010) BMC Biol , vol.8 , pp. 40
    • Lander, AD.1
  • 24
    • 84885310008 scopus 로고    scopus 로고
    • Towards precision medicine: Advances in computational approaches for the analysis of human variants
    • Nov 1; [doi] [Medline: 23962656]
    • Peterson TA, Doughty E, Kann MG. Towards precision medicine: Advances in computational approaches for the analysis of human variants. J Mol Biol 2013 Nov 1;425(21):4047-4063. [doi: 10.1016/j.jmb.2013.08.008] [Medline: 23962656].
    • (2013) J Mol Biol , vol.425 , Issue.21 , pp. 4047-4063
    • Peterson, TA1    Doughty, E2    Kann, MG.3
  • 25
    • 84863393183 scopus 로고    scopus 로고
    • Toward interoperable bioscience data
    • Feb; [FREE Full text] [doi] [Medline: 22281772]
    • Sansone SA, Rocca-Serra P, Field D, Maguire E, Taylor C, Hofmann O, et al. Toward interoperable bioscience data. Nat Genet 2012 Feb;44(2):121-126 [FREE Full text] [doi: 10.1038/ng.1054] [Medline: 22281772].
    • (2012) Nat Genet , vol.44 , Issue.2 , pp. 121-126
    • Sansone, SA1    Rocca-Serra, P2    Field, D3    Maguire, E4    Taylor, C5    Hofmann, O6
  • 26
    • 33846563409 scopus 로고    scopus 로고
    • Why most published research findings are false
    • Aug; [FREE Full text] [doi] [Medline: 16060722]
    • Ioannidis JP. Why most published research findings are false. PLoS Med 2005 Aug;2(8):e124 [FREE Full text] [doi: 10.1371/journal.pmed.0020124] [Medline: 16060722].
    • (2005) PLoS Med , vol.2 , Issue.8 , pp. e124
    • Ioannidis, JP.1
  • 27
    • 84867731905 scopus 로고    scopus 로고
    • Empirical evaluation of very large treatment effects of medical interventions
    • Oct 24; [doi] [Medline: 23093165]
    • Pereira TV, Horwitz RI, Ioannidis JP. Empirical evaluation of very large treatment effects of medical interventions. JAMA 2012 Oct 24;308(16):1676-1684. [doi: 10.1001/jama.2012.13444] [Medline: 23093165].
    • (2012) JAMA , vol.308 , Issue.16 , pp. 1676-1684
    • Pereira, TV1    Horwitz, RI2    Ioannidis, JP.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.