Neural Network-Based Diagnosing for Optic Nerve Disease from Visual-Evoked Potential

• Published in: Journal of medical systems Vol. 31; no. 5; pp. 391 - 396
• Main Authors: Kara, Sadık, Güven, Ayşegül
• Format: Journal Article
• Language: English
• Published: United States Springer Nature B.V 01.10.2007
• Subjects: Adult; Algorithms; Evoked Potentials, Visual; Female; Humans; Male; Medical imaging; Middle Aged; Neural networks; Neural Networks (Computer); Optic Nerve Diseases - diagnosis; Optic Nerve Diseases - physiopathology; Studies

In this paper, we purpose a diagnostic procedure to identify the optic nerve disease from visual evoked potential (VEP) signals using an Artificial Neural Network (ANN). Multilayer feed forward ANN trained with a Levenberg Marquart backpropagation algorithm was implemented. The correct classificatio...