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Volumn 11, Issue SUPPLL.1, 2010, Pages

Nonnegative principal component analysis for mass spectral serum profiles and biomarker discovery

Author keywords

[No Author keywords available]

Indexed keywords

BENCHMARK DATASETS; BIO-MARKER DISCOVERY; DIMENSION REDUCTION TECHNIQUES; LOCAL FEATURE SELECTIONS; PRINCIPAL COMPONENTS; PROTEIN EXPRESSIONS; SELECTION MECHANISM; SUPPORT VECTOR MACHINE ALGORITHM;

EID: 75149118958     PISSN: None     EISSN: 14712105     Source Type: Journal    
DOI: 10.1186/1471-2105-11-S1-S1     Document Type: Article
Times cited : (27)

References (16)
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  • 2
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    • Serum proteomics profiling - a young technology begins to mature
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    • Coombes KR, Morris JS, Hu J, Edmonson SR, Baggerly KA. Serum proteomics profiling - a young technology begins to mature. Nat Biotechnol 2005, 23:291-292. 10.1038/nbt0305-291, 15765078.
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    • Coombes, K.R.1    Morris, J.S.2    Hu, J.3    Edmonson, S.R.4    Baggerly, K.A.5
  • 4
    • 19544394460 scopus 로고    scopus 로고
    • Ovarian cancer identification based on dimensionality reduction for high-throughput mass spectrometry data
    • 10.1093/bioinformatics/bti370, 15784749
    • Yu JS, Ongarello S, Fiedler R, Chen XW, Toffolo G, Cobelli C, Trajanoski Z. Ovarian cancer identification based on dimensionality reduction for high-throughput mass spectrometry data. Bioinformatics 2005, 21(10):2200-2209. 10.1093/bioinformatics/bti370, 15784749.
    • (2005) Bioinformatics , vol.21 , Issue.10 , pp. 2200-2209
    • Yu, J.S.1    Ongarello, S.2    Fiedler, R.3    Chen, X.W.4    Toffolo, G.5    Cobelli, C.6    Trajanoski, Z.7
  • 6
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    • Non-negativematrix factorization with sparseness constraints
    • Hoyer P. Non-negativematrix factorization with sparseness constraints. Journal of Machine Learning Research 2004, 5:1457-1469.
    • (2004) Journal of Machine Learning Research , vol.5 , pp. 1457-1469
    • Hoyer, P.1
  • 8
    • 57049102853 scopus 로고    scopus 로고
    • Protein Expression Molecular Pattern Discovery by Nonnegative Principal Component Analysis
    • Han X, Scazzero J. Protein Expression Molecular Pattern Discovery by Nonnegative Principal Component Analysis. PRIB 2008, 5265:388-399.
    • (2008) PRIB , vol.5265 , pp. 388-399
    • Han, X.1    Scazzero, J.2
  • 11
    • 84888280360 scopus 로고    scopus 로고
    • NCI clinical proteomics program
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  • 13
    • 61449256587 scopus 로고    scopus 로고
    • Biomarker discovery in MALDI-TOF serum protein profiles using discrete wavelet transformation
    • 10.1093/bioinformatics/btn662, 2647828, 19244390
    • Alexandrov T, Decker J, Mertens B, Deelder AM, Tollenaar RA, Maass P, Thiele H. Biomarker discovery in MALDI-TOF serum protein profiles using discrete wavelet transformation. Bioinformatics 2009, 25(5):643-649. 10.1093/bioinformatics/btn662, 2647828, 19244390.
    • (2009) Bioinformatics , vol.25 , Issue.5 , pp. 643-649
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  • 14
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    • Probabilistic Disease Classification of Expression-dependent Proteomic Data from Mass Spectrometry of Human Serum
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    • Lilien R, Farid H. Probabilistic Disease Classification of Expression-dependent Proteomic Data from Mass Spectrometry of Human Serum. Journal of Computational Biology 2003, 10(6):925-946. 10.1089/106652703322756159, 14980018.
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.