Learning internal representations by error propagation
Parallel distributed processing: explorations in the microstructure of cognition, vol. 1
On the Problem of Local Minima in Backpropagation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Neural network design
Expert Systems with Applications: An International Journal
Computer Methods and Programs in Biomedicine
A Study on Chronic Obstructive Pulmonary Disease Diagnosis Using Multilayer Neural Networks
Journal of Medical Systems
A comparative study on thyroid disease diagnosis using neural networks
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Predicting breast cancer survivability: a comparison of three data mining methods
Artificial Intelligence in Medicine
International Journal of Computational Intelligence Studies
An approach based on probabilistic neural network for diagnosis of Mesothelioma's disease
Computers and Electrical Engineering
A Study on Hepatitis Disease Diagnosis Using Probabilistic Neural Network
Journal of Medical Systems
Computer Methods and Programs in Biomedicine
International Journal of Systems Biology and Biomedical Technologies
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In this study, a hepatitis disease diagnosis study was realized using neural network structure. For this purpose, a multilayer neural network structure was used. Levenberg---Marquardt algorithm was used as training algorithm for the weights update of the neural network. The results of the study were compared with the results of the previous studies reported focusing on hepatitis disease diagnosis and using same UCI machine learning database. We obtained a classification accuracy of 91.87% via tenfold cross validation.