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Editorial: Methods in Functional Genomics

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  • Published: July 2003
  • Volume 52, pages 5–9, (2003)
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Editorial: Methods in Functional Genomics
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  • Paola Sebastiani1,
  • Isaac S. Kohane2 &
  • Marco F. Ramoni2 
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  • 2 Citations

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References

  • Crick, F. H. C. (1970). Central dogma of molecular biology. Nature, 227, 561–563.

    Google Scholar 

  • Dudoit, S., Fridlyand, J., & Speed, T. P. (2002). Comparison of discrimination methods for the classification of tumors using gene expression data. Journal of the American Statistical Association, 97:576, 77–87.

    Google Scholar 

  • Duggan, J. D., Bittner, M., Chen, Y., Meltzer, P., & Trent, J. M. (1999). Expression profiling using CDNA microarrays. Nature Genetics Supplement, 21, 10–14.

    Google Scholar 

  • Eisen, M. B., Spellman, P. T., Brown, P. O., & Botstein, D. (1998). Cluster analysis and display of enome-wide expression patterns. Proc. Natl. Acad. Sci. USA, 95, 14863–14868.

    Google Scholar 

  • Golub, T. R., Slonim, D. K., Tamayo, P., Huard, C., Gaasenbeek, M., Mesirov, J. P., Coller, H., Loh, M., Downing, J. R., Caligiuri, M. A., Bloomfield, C. D., & Lander, E. S. (1999). Molecular classification of cancer: Class discovery and class prediction by gene expression monitoring. Science, 15, 531–537.

    Google Scholar 

  • Jacob, F., & Monod, J. (1961). Genetic regulatory mechanisms in the synthesis of proteins. J. Mol. Biol., 3, 318–356.

    Google Scholar 

  • Kohane, I. S., Kho, A., & Butte, A. J. (2002). Microarrays for an Integrative Genomics. Cambridge, MA: MIT Press.

    Google Scholar 

  • Kohonen, T. (1997). Self Organizing Maps. Berlin, DE: Springer.

    Google Scholar 

  • Lander, E. S. (1999). Array of hope. Nature Genetics Supplement, 21, 3–4.

    Google Scholar 

  • Lockhart, D. J., Dong, H., Byrne, M. C., Follettie, M. T., Gallo, M. V., Chee, M. S., Mittmann, M., Wang, C., Kobayashi, M., Horton, H., & Brown, E. L. (1996). Expression monitoring by hybridization to high-density oligonucleotide arrays. Nature Biotechnology, 14, 1675–1680.

    Google Scholar 

  • Schena, M., Shalon, D., Davis, R. W., & Brown, P. O. (1995). Quantitative monitoring of gene expression patterns with a complementary DNA microarray. Science, 270:5235, 467–470.

    Google Scholar 

  • Sebastiani, P., Kohane, E. G. I., & Ramoni, M. (2003). Statistical challenges in functional genomics (with discus-sion). Statistical Science, to appear.

  • Tamayo, P., Slonim, D., Mesirov, J., Zhui, Q., Kitareewani, S., Dmitrovsky, E., Lander, E. S., & Golub, T. R. (1999). Interpreting patterns of gene expression with self-organizing maps: Methods and application to hematopoietic differentiation. Proc. Natl. Acad. Sci. USA, 96, 2907–2912.

    Google Scholar 

  • Tusher, V. G., Tibshirani, R., & Chu, G. (2000). Significance analysis of microarrays applied to the ionizing radiation response. Proc. Natl. Acad. Sci. USA, 98, 5116–5121.

    Google Scholar 

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Authors and Affiliations

  1. Department of Mathematics and Statistics, University of Massachusetts, Amherst, MA, USA

    Paola Sebastiani

  2. Children's Hospital Informatics Program, Harvard Medical School, Boston, MA, USA

    Isaac S. Kohane & Marco F. Ramoni

Authors
  1. Paola Sebastiani
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  2. Isaac S. Kohane
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  3. Marco F. Ramoni
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Sebastiani, P., Kohane, I.S. & Ramoni, M.F. Editorial: Methods in Functional Genomics. Machine Learning 52, 5–9 (2003). https://doi.org/10.1023/A:1023904205853

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  • Issue Date: July 2003

  • DOI: https://doi.org/10.1023/A:1023904205853

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