Diagnosis of Cervical Cancer Using the Median M-Type Radial Basis Function (MMRBF) Neural Network

Authors:
Margarita E. Gómez-Mayorga;Francisco J. Gallegos-Funes;José M. De-La-Rosa-Vázquez;Rene Cruz-Santiago;Volodymyr Ponomaryov
Affiliations:
National Polytechnic Institute of Mexico, Interdisciplinary Professional Unit of Engineering and Advanced Technology,;Mechanical and Electrical Engineering Higher School, Av. IPN s/n, U.P.A.L.M. SEPI-ESIME, Edif. Z, Acceso 3, Tercer Piso, Col. Lindavista, Mexico, Mexico 07738;Mechanical and Electrical Engineering Higher School, Av. IPN s/n, U.P.A.L.M. SEPI-ESIME, Edif. Z, Acceso 3, Tercer Piso, Col. Lindavista, Mexico, Mexico 07738;Mechanical and Electrical Engineering Higher School, Av. IPN s/n, U.P.A.L.M. SEPI-ESIME, Edif. Z, Acceso 3, Tercer Piso, Col. Lindavista, Mexico, Mexico 07738;Mechanical and Electrical Engineering Higher School, Av. IPN s/n, U.P.A.L.M. SEPI-ESIME, Edif. Z, Acceso 3, Tercer Piso, Col. Lindavista, Mexico, Mexico 07738
Venue:
MICAI '09 Proceedings of the 8th Mexican International Conference on Artificial Intelligence
Year:
2009

Citing 11
Cited 0

The pocket handbook of imaging processing algorithms in C

The pocket handbook of imaging processing algorithms in C
Neural networks: a systematic introduction

Neural networks: a systematic introduction
Neural Networks: A Comprehensive Foundation

Neural Networks: A Comprehensive Foundation
Handbook of Computer Vision Algorithms in Image Algebra

Handbook of Computer Vision Algorithms in Image Algebra
Real-time image filtering scheme based on robust estimators in presence of impulsive noise

Real-Time Imaging
Radial basis function neural network based on order statistics

MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
Median M-type radial basis function neural network

CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
Object classification in 3-D images using alpha-trimmed mean radial basis function network

IEEE Transactions on Image Processing
Median radial basis function neural network

IEEE Transactions on Neural Networks
Growing radial basis neural networks: merging supervised and unsupervised learning with network growth techniques

IEEE Transactions on Neural Networks
On the construction and training of reformulated radial basis function neural networks

IEEE Transactions on Neural Networks

Quantified Score

Hi-index	0.00

Visualization

Abstract

The automatic analysis of Pap smear microscopic images is one of the most interesting fields in biomedical image processing. In this paper we present the capability of the Median M-Type Radial Basis Function (MMRBF) neural network in the classification of cervical cancer cells. From simulation results we observe that the MMRBF neural network has better classification capabilities in comparison with the Median RBF algorithm used as comparative.