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Low-order statistical analysis of 1-D diffuse reflectance signals from cancer cells using 2-D scalogram images

Rodriguez Rafael, Shrestha Suman, Pascone Romeo J., Lynch Kevin, Voudouri Evi, Livanos Georgios, Zervakis Michail, Deshpande Aditi, Narayan Chaya, Na Ying, Giakos George C.

Πλήρης Εγγραφή


URI: http://purl.tuc.gr/dl/dias/05808EB2-276B-4545-B56A-65663508263A
Έτος 2016
Τύπος Πλήρης Δημοσίευση σε Συνέδριο
Άδεια Χρήσης
Λεπτομέρειες
Βιβλιογραφική Αναφορά R. Rodriguez, S. Shrestha, R. Pascone, K. Lynch, E. Voudouri, G. Livanos, M. Zervakis, A. Deshpande, C. Narayan, Y. Na and G. C. Giakos, "Low-order statistical analysis of 1-D diffuse reflectance signals from cancer cells using 2-D scalogram images," in IEEE International Conference on Imaging Systems and Techniques, 2016, pp. 171-176. doi: 10.1109/IST.2016.7738218 https://doi.org/10.1109/IST.2016.7738218
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Περίληψη

The novelty of this study is seen in the efficient characterization of cancer cells through representation of 1-D backscattered signals from cancer cells using statistical analysis on 2-D scalogram images. The proposed approach allows one to obtain a rapid and accurate visualization of the frequency components associated with the backscattered signals; while enlightening the understanding and the physics of the diffuse reflectance light waves interactions with the lung cells, by performing texture characterization and pattern recognition analysis directly on the scalograms.

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