Abstract
Early detection of cancer may not only substantially reduce the overall health care costs but also reduce the long term morbidity and death from cancer. Although there are screening techniques available for prostate cancer, they all have practical limitations. In this paper, a new screening technique for prostate cancer is discussed. This technique applies artificial intelligence on the chemical analytical data of human scalp hair. Our study shows that it is possible to reveal relationship among hair trace elements and to establish correlation of multi element to prostate cancer etiology.
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References
Chai, K.S., Lee, H.P., Seow, A., Shanmugarathnam, K.: Trends in Cancer Incidence in Singapore 1968–1992. Singapore Cancer Registry Report, Vol. 4. Singapore Cancer Registry, Singapore (1996)
Montenegro, E.C., Baptista, G.P., De Castro Faria, L.V., Paschoa, A.S.: Correlation Factor for Hair Analysis by PIXE. Nucl. Instr. Methods. 168 (1980) 479–483
Obrusnîk, O., Bencko, V.: INAA Study on Trace Elements in Hair of Three Selected Groups in Czechoslovakia. Radiochem. Radioanal. Lett. 38 (1979) 189–196
Wu, P., Straughan, R., Ong, I., Heng, K.L.: Development of a Process Diagnosis and Optimization Tool for Industrial Process: A Pattern Recognition/Neural Network Code on NSRC’s IBM SP2. In: Chandra, T., Leclair, S.R., Meech, J.A., Verma, B., Smith, M., Balachandran, B. (eds.): Australiasia-Pacific Forum on Intelligent Processing and Manufacturing of Materials. Australia (1997) 235–239
Chambers, J.M., Hastie, T.J. (eds.): Statistical Models in S.Wadsworth and Brooks Cole Advanced and Software. Pacific Grove, California (1992)
Nelder, J.A., Wedderburn, R.W.M.: Generalized Linear Models. J. Roy. Stat. Soc. 135 (1972) 370–384
Milton, J.S., Arnold, J.C.: Introduction to Probability and Statistics, Principle and Applications for Engineering and the Computing Science. 2nd edn. McGraw-Hill, New York (1990)
Heng, K.L., Jin, H.M., Li, Y., Wu, P.: Computer Aided Design of NiMH Electrodes. J. Mater. Chem. (1999) (in press)
Afifi, A.A., Clark, V.: Computer Aided Multivariate Analysis. 2nd edn. Van Nostrand Reinhold, New York (1990)
Geladi, P., Kowalski, B.R.: Partial Least Squares Regression: A Tutorial. Anal. Chim. Acta. 185 (1990) 1–17
Myers, R.H.: Classical and Modern Regression with Applications. Duxbury Press, Boston (1996)
Bryan, F.J.: Multivariate Statistical Methods: A Primer. 2nd edn. Chapman and Hall, London (1992)
Rasmussen, G.T., Ritter, G.L., Lowry, S.R., Isenhour, T.L.: Fisher Discriminant Functions for a Multilevel Mass Spectral Filter Network. J. Chem. Inf. Comput. Sci. 19(4) (1979) 255–259
Fukunage, K.: Introduction to Statistical Pattern Recognition. Academic Press, Boston (1990)
Zhu, E.Y., Yang, P.Y., Deng, Z.W., Huang, B.L.: Orthogonalization Recurrence Selection Methods and its Applications. Chem. J. Chi. Uni. 14(11) (1993) 1518–1521
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Wu, P., Heng, K.L., Yang, S.W., Chen, Y.F., Mohan, R.S., Lim, P.H.C. (1999). A Screening Technique for Prostate Cancer by Hair Chemical Analysis and Artificial Intelligence. In: Horn, W., Shahar, Y., Lindberg, G., Andreassen, S., Wyatt, J. (eds) Artificial Intelligence in Medicine. AIMDM 1999. Lecture Notes in Computer Science(), vol 1620. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-48720-4_41
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DOI: https://doi.org/10.1007/3-540-48720-4_41
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