Application of neural network in medical images

Xinxin Li; Ishwar K. Sethi

doi:10.1117/12.382909

14 April 2000 Application of neural network in medical images

Xinxin Li, Ishwar K. Sethi

Proceedings Volume 3962, Applications of Artificial Neural Networks in Image Processing V; (2000) https://doi.org/10.1117/12.382909
Event: Electronic Imaging, 2000, San Jose, CA, United States

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.

Citation Download Citation

Xinxin Li and Ishwar K. Sethi "Application of neural network in medical images", Proc. SPIE 3962, Applications of Artificial Neural Networks in Image Processing V, (14 April 2000); https://doi.org/10.1117/12.382909

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