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Proceedings Paper

Application of neural network in medical images
Author(s): Xinxin Li; Ishwar K. Sethi
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Paper Abstract

In this paper, we do some pre-processing on the input data to remove some noise before putting them into the network and some post-processing before outputting the results. Different neural networks such as back-propagation, radias basis network with different architecture are tested. We choose the one with the best performance among them. From the experiments we can see that the results of the neural network are similar to those given by the experienced doctors and better than those of previous research, indicating that this approach is very practical and beneficial to doctors comparing with some other methods currently existing.

Paper Details

Date Published: 14 April 2000
PDF: 8 pages
Proc. SPIE 3962, Applications of Artificial Neural Networks in Image Processing V, (14 April 2000); doi: 10.1117/12.382909
Show Author Affiliations
Xinxin Li, Wayne State Univ. (United States)
Ishwar K. Sethi, Wayne State Univ. (United States)


Published in SPIE Proceedings Vol. 3962:
Applications of Artificial Neural Networks in Image Processing V
Nasser M. Nasrabadi; Aggelos K. Katsaggelos, Editor(s)

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