Optimal feature selection applied to multispectral fluorescence imaging

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5242 LNCS, Issue PART 2, 2008, Pages 222-229

  Wood, Tobias C ^a   Thiemjarus, Surapa ^a   Koh, Kevin R ^a   Elson, Daniel S ^a   Yang, Guang Zhong ^a  

^a IMPERIAL COLLEGE LONDON   (United Kingdom)

Author keywords

BFFS; Feature selection; Fluorescence imaging; Multispectral imaging; Receiver operating characteristic

Indexed keywords

DATA ACQUISITION; FEATURE EXTRACTION; MEDICAL COMPUTING; MEDICAL IMAGING; TISSUE;

BAYESIAN FRAMEWORKS; BFFS; MULTI-MODAL IMAGING; MULTISPECTRAL IMAGING; OPTIMAL FEATURE SELECTIONS; RECEIVER OPERATING CHARACTERISTIC CURVES; RECEIVER OPERATING CHARACTERISTICS; TISSUE CHARACTERIZATION;

FLUORESCENCE IMAGING;

ALGORITHM; ARTICLE; HUMAN; IMAGE ENHANCEMENT; METHODOLOGY; MULTIPHOTON MICROSCOPY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; SPECTROFLUOROMETRY; TUMOR CELL CULTURE;

ALGORITHMS; HUMANS; IMAGE ENHANCEMENT; MICROSCOPY, FLUORESCENCE, MULTIPHOTON; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SPECTROMETRY, FLUORESCENCE; TUMOR CELLS, CULTURED;

EID: 79551685830     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-85990-1_27     Document Type: Conference Paper

References (12)

1. DaCosta, R.S., Andersson, H., Wilson, B.C.: Molecular fluorescence excitationemission matrices relevant to tissue spectroscopy. Photochemistry and Photobiology 78(4), 384-392 (2003)
2. Schwarz, R.A., Gao, W., Daye, D., Williams, M.D., Richards-Kortum, R., Gillenwater, A.M.: Autofluorescence and diffuse reflectance spectroscopy of oral epithelial tissue using a depth-sensitive fiber-optic probe. Applied Optics 47(6), 825-834 (2008)
3. Zimmermann, T., Rietdorf, J., Pepperkok, R.: Spectral imaging and its applications in live cell microscopy. FEBS Letters 546(1), 87-92 (2003)
4. Berg, K., Seibo, P.K., Weyergang, A., Dietze, A., Prasmickaite, L., Bonsted, A., Engesaeter, B.O., Angell-Petersen, E., Warloe, T., Frandsen, N., Hogset, A.: Porphyrin-related photosensitizers for cancer imaging and therapeutic applications. Journal of Microscopy 218(2), 133-147 (2005)
5. Lekadir, K., Elson, D., Requejo-Isidro, J., Dunsby, C., McGinty, J., Galletly, N., Stamp, G., French, P., Yang, G.Z.: Tissue characterization using dimensionality reduction and fluorescence imaging. In: Larsen, R., Nielsen, M., Sporring, J. (eds.) MICCAI 2006. LNCS, vol. 4191, pp. 586-593. Springer, Heidelberg (2006)
6. Heintzelman, D.L., Utzinger, U., Fuchs, H., Zuluaga, A., Gossage, K., Gillenwater, A.M., Jacob, R., Kemp, B., Richards-Kortum, R.R.: Optimal excitation wavelengths for in vivo detection of oral neoplasia using fluorescence spectroscopy. Photochemistry and Photobiology 72(1), 103-113 (2000)
7. Martin, S.F., Wood, A.D., McRobbie, M.M., Mazilu, M., McDonald, M.P., Ifor, W.D., Samuel, C., Herrington, S.: Fluorescence spectroscopy of an in vitro model of human cervical precancer identifies neoplastic phenotype. International Journal of Cancer 120(9), 1964-1970 (2007)
8. Zuluaga, A.F., Utzinger, U., Durkin, A., Fuchs, H., Gillenwater, A., Jacob, R., Kemp, B., Fan, J., Richards-Kortum, R.: Fluorescence excitation emission matrices of human tissue: A system for in vivo measurement and method of data analysis. Applied Spectroscopy 53, 302-311 (1999)
9. Thiemjarus, S., Lo, B.P.L., Yang, G.Z.: Feature selection for wireless sensor networks. In: First International Workshop on Wearable and Implantable Body Sensor Networks, Imperial College, London (2004)
10. Yang, G.Z., Hu, X.: Multi-sensor fusion. In: Yang, G.Z. (ed.) Body Sensor Networks, pp. 262-280. Springer, Heidelberg (2006)
11. Koh, K., Wood, T., Zhang, H., Lekadir, K., Elson, D., Yang, G.Z.: Fluorescence excitation spectroscopic imaging with a tunable light source and dimensionality reduction using fr-isomap. In: SPIE BiOS (2008)
12. Thiemjarus, S., Yang, G.Z.: An autonomic sensing framework for body sensor networks. In: Second International Conference on Body Area Networks, Florence, Italy (2007)