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Volumn 17, Issue 10, 2012, Pages 956-959

Machine learning and data mining: Strategies for hypothesis generation

Author keywords

data farming; discovery; empiricism; inductive reasoning

Indexed keywords

CLINICAL DECISION MAKING; CLINICAL PRACTICE; COMPUTER SYSTEM; DATA MINING; ELECTRONIC MEDICAL RECORD; EVIDENCE BASED MEDICINE; HUMAN; INFORMATION PROCESSING; MACHINE LEARNING; MEDICAL RESEARCH; MENTAL DISEASE; PRIORITY JOURNAL; PUBLICATION; REVIEW; SUPPORT VECTOR MACHINE;

EID: 84866730000     PISSN: 13594184     EISSN: 14765578     Source Type: Journal    
DOI: 10.1038/mp.2011.173     Document Type: Review
Times cited : (71)

References (16)
  • 1
    • 0035798328 scopus 로고    scopus 로고
    • A paradigm shift in brain research
    • Carlsson A. A paradigm shift in brain research. Science 2001; 294: 1021-1024.
    • (2001) Science , vol.294 , pp. 1021-1024
    • Carlsson, A.1
  • 2
    • 34548084959 scopus 로고    scopus 로고
    • School of Computer Science: Pittsburgh PA
    • Mitchell TM. The Discipline of Machine Learning. School of Computer Science: Pittsburgh, PA, 2006. Available from: http://aaai.org/AITopics/ MachineLearning.
    • (2006) The Discipline of Machine Learning
    • Mitchell, T.M.1
  • 3
    • 18144408149 scopus 로고    scopus 로고
    • Robotics Laboratory, Department of Computer Science Stanford University: Stanford
    • Nilsson NJ. Introduction to Machine Learning. An early draft of a proposed textbook. Robotics Laboratory, Department of Computer Science, Stanford University: Stanford, 1996. Available from: http://robotics.stanford.edu/ people/nilsson/mlbook.html.
    • (1996) Introduction to Machine Learning. An Early Draft of A Proposed Textbook
    • Nilsson, N.J.1
  • 4
    • 0033768397 scopus 로고    scopus 로고
    • Mining medical data
    • Hand DJ. Mining medical data. Stat Methods Med Res 2000; 9: 305-307.
    • (2000) Stat Methods Med Res , vol.9 , pp. 305-307
    • Hand, D.J.1
  • 5
    • 0033758151 scopus 로고    scopus 로고
    • Data mining: Data analysis on a grand scale?
    • Smyth P. Data mining: data analysis on a grand scale? Stat Methods Med Res 2000; 9: 309-327.
    • (2000) Stat Methods Med Res , vol.9 , pp. 309-327
    • Smyth, P.1
  • 6
    • 50649121442 scopus 로고    scopus 로고
    • Accessing and integrating data and knowledge for biomedical research
    • Burgun A, Bodenreider O. Accessing and integrating data and knowledge for biomedical research. Yearb Med Inform 2008; 47 (Suppl 1) 91-101
    • (2008) Yearb Med Inform , vol.47 , Issue.SUPPL. 1 , pp. 91-101
    • Burgun, A.1    Bodenreider, O.2
  • 7
    • 66249128275 scopus 로고    scopus 로고
    • An evaluation of three signal-detection algorithms using a highly inclusive reference event database
    • Hochberg AM, Hauben M, Pearson RK, O'Hara DJ, Reisinger SJ, Goldsmith DI et al. An evaluation of three signal-detection algorithms using a highly inclusive reference event database. Drug Saf 2009; 32: 509-525.
    • (2009) Drug Saf , vol.32 , pp. 509-525
    • Hochberg, A.M.1    Hauben, M.2    Pearson, R.K.3    O'Hara, D.J.4    Reisinger, S.J.5    Goldsmith, D.I.6
  • 8
    • 13444252680 scopus 로고    scopus 로고
    • Selective serotonin reuptake inhibitors in pregnant women and neonatal withdrawal syndrome: A database analysis
    • Sanz EJ, De-las-Cuevas C, Kiuru A, Bate A, Edwards R. Selective serotonin reuptake inhibitors in pregnant women and neonatal withdrawal syndrome: a database analysis. Lancet 2005; 365: 482-487.
    • (2005) Lancet , vol.365 , pp. 482-487
    • Sanz, E.J.1    De-Las-Cuevas, C.2    Kiuru, A.3    Bate, A.4    Edwards, R.5
  • 10
    • 35948933394 scopus 로고    scopus 로고
    • Classification and prediction of clinical Alzheimer's diagnosis based on plasma signaling proteins
    • Ray S, Britschgi M, Herbert C, Takeda-Uchimura Y, Boxer A, Blennow K et al. Classification and prediction of clinical Alzheimer's diagnosis based on plasma signaling proteins. Nat Med 2007; 13: 1359-1362.
    • (2007) Nat Med , vol.13 , pp. 1359-1362
    • Ray, S.1    Britschgi, M.2    Herbert, C.3    Takeda-Uchimura, Y.4    Boxer, A.5    Blennow, K.6
  • 13
    • 70350702671 scopus 로고    scopus 로고
    • Elucidating a magnetic resonance imaging-based neuroanatomic biomarker for psychosis: Classification analysis using probabilistic brain atlas and machine learning algorithms
    • Sun D, van Erp TG, Thompson PM, Bearden CE, Daley M, Kushan L et al. Elucidating a magnetic resonance imaging-based neuroanatomic biomarker for psychosis: classification analysis using probabilistic brain atlas and machine learning algorithms. Biol Psychiatry 2009; 66: 1055-1060.
    • (2009) Biol Psychiatry , vol.66 , pp. 1055-1060
    • Sun, D.1    Van Erp, T.G.2    Thompson, P.M.3    Bearden, C.E.4    Daley, M.5    Kushan, L.6
  • 14
    • 73749086757 scopus 로고    scopus 로고
    • Discriminative analysis of restingstate functional connectivity patterns of schizophrenia using low dimensional embedding of fMRI
    • Shen H, Wang L, Liu Y, Hu D. Discriminative analysis of restingstate functional connectivity patterns of schizophrenia using low dimensional embedding of fMRI. Neuroimage 2010; 49: 3110-3121.
    • (2010) Neuroimage , vol.49 , pp. 3110-3121
    • Shen, H.1    Wang, L.2    Liu, Y.3    Hu, D.4
  • 16
    • 0036267240 scopus 로고    scopus 로고
    • A web-based data management system to improve care for depression in a multicenter clinical trial
    • Unutzer J, Choi Y, Cook IA, Oishi S. A web-based data management system to improve care for depression in a multicenter clinical trial. Psychiatr Serv 2002; 53: 671-673.
    • (2002) Psychiatr Serv , vol.53 , pp. 671-673
    • Unutzer, J.1    Choi, Y.2    Cook, I.A.3    Oishi, S.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.