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Items for "Artificial Neural Networks"

Computer-Supported Diagnosis of Melanoma in Profilometry

Laser profilometry offers new possibilities to improve non-invasive tumor diagnostics in dermatology...

Keywords: Laser Profilometry, Image Analysis, feature selection, pattern recognition, Artificial Neural Networks

03/1999 | Methods of Information in Medicine, Schattauer

Selection of Predictor Variables for Pneumonia Using Neural Networks and Genetic Algorithms

BACKGROUND: Artificial neural networks (ANN) can be used to select sets of predictor variable that incorporate nonlinear interactions between variables...

Keywords: genetic algorithms, Artificial Neural Networks, pneumonia

01/2005 | Methods of Information in Medicine, Schattauer

A Method for Classification of Transient Events in EEG Recordings: Application to Epilepsy Diagnosis

OBJECTIVES: The aim of the paper is to analyze transient events in inter-ictal EEG recordings, and classify epileptic activity into focal or generalized epilepsy using an automated method...

Keywords: EEG, automated epilepsy diagnosis, clustering, Artificial Neural Networks, spike detection, knowledge-based system

01/2006 | Methods of Information in Medicine, Schattauer

Wood-water sorption isotherm prediction with artificial neural networks: A preliminary study

This is a preliminary study that proposes an original prototype artificial neural network to be used in addition to the two classic sorption isotherm modeling methods, Hailwood-Horrobin (HH) and Guggenheim-Anderson-deBoer (GAB), in predicting the equilibrium moisture content in wood at three different temperatures (30, 45 and 60°C) for softwood (lodgepole pine) sapwood and heartwood specimens...

Keywords: Artificial Neural Networks, chemical composition, Guggenheim-Anderson-deBoer (GAB) model, Hailwood-Horrobin (HH) model, Sorption, Water, wood