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Volumn 168, Issue 6, 2008, Pages 559-562

A cautionary note on the evaluation of biomarkers of subtypes of a single disease

Author keywords

Biological markers; Classification problem; Conditional probability; Cross validation; Mass spectrometry; Misclassification

Indexed keywords

BIOLOGICAL MARKER;

EID: 51749124086     PISSN: 00029262     EISSN: 14766256     Source Type: Journal    
DOI: 10.1093/aje/kwn183     Document Type: Article
Times cited : (2)

References (8)
  • 1
    • 0024337144 scopus 로고
    • Studies of the HER-2/neu proto-oncogene in human breast and ovarian cancer
    • Slamon DJ, Godolphin W, Jones LA, et al. Studies of the HER-2/neu proto-oncogene in human breast and ovarian cancer. Science 1989;244:707-12.
    • (1989) Science , vol.244 , pp. 707-712
    • Slamon, D.J.1    Godolphin, W.2    Jones, L.A.3
  • 2
    • 20044365841 scopus 로고    scopus 로고
    • Evaluation of matrix-assisted laser desorption/ionization-time of flight mass spectrometry proteomic profiling: Identification of alpha2-HS glycoprotein B-chain as a biomarker of diet
    • Mitchell BL, Yasui Y, Lampe JW, et al. Evaluation of matrix-assisted laser desorption/ionization-time of flight mass spectrometry proteomic profiling: identification of alpha2-HS glycoprotein B-chain as a biomarker of diet. Proteomics 2005;5:2238-46.
    • (2005) Proteomics , vol.5 , pp. 2238-2246
    • Mitchell, B.L.1    Yasui, Y.2    Lampe, J.W.3
  • 3
    • 0346101457 scopus 로고    scopus 로고
    • An automated peak-identification/ calibration procedure for high-dimensional protein measures from mass spectrometers
    • Yasui Y, McLerran D, Adam BL, et al. An automated peak-identification/ calibration procedure for high-dimensional protein measures from mass spectrometers. J Biomed Biotechnol 2003;4:242-8.
    • (2003) J Biomed Biotechnol , vol.4 , pp. 242-248
    • Yasui, Y.1    McLerran, D.2    Adam, B.L.3
  • 4
    • 58149321460 scopus 로고
    • Boosting a weak learning algorithm by majority
    • Freund Y. Boosting a weak learning algorithm by majority. Inf Comput 1995;121:256-85.
    • (1995) Inf Comput , vol.121 , pp. 256-285
    • Freund, Y.1
  • 5
    • 0031211090 scopus 로고    scopus 로고
    • A decision-theoretic generalization of on-line learning and an application to boosting
    • Freund Y, Schapire RE. A decision-theoretic generalization of on-line learning and an application to boosting. J Comput Syst Sci 1997;55:119-39.
    • (1997) J Comput Syst Sci , vol.55 , pp. 119-139
    • Freund, Y.1    Schapire, R.E.2
  • 6
    • 0034164230 scopus 로고    scopus 로고
    • Additive logistic regression: A statistical view of boosting
    • Friedman JH, Hastie T, Tibshirani R. Additive logistic regression: a statistical view of boosting. Ann Stat 2000;28:337-74.
    • (2000) Ann Stat , vol.28 , pp. 337-374
    • Friedman, J.H.1    Hastie, T.2    Tibshirani, R.3
  • 7
    • 0035470889 scopus 로고    scopus 로고
    • Greedy function approximation: A gradient boosting machine
    • Friedman JH. Greedy function approximation: a gradient boosting machine. Ann Stat 2001;29:1189-232.
    • (2001) Ann Stat , vol.29 , pp. 1189-1232
    • Friedman, J.H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.