Application of Artifical Neural Networks for Processing Some Biomedical Data
Date issued
2024
Authors
Journal Title
Journal ISSN
Volume Title
Publisher
IEEE
Abstract
Artificial neural networks (ANN) are used for modeling, adaptive control, curve fitting and other applications where they can be trained by a measured data. ANNs are used as an auxiliary tool of artificial intelligence. ANN can learn from training results and can evaluate conclusions from a complex and evidently unrelated set of information. Increasingly, ANNs are used in wide range of applications and also in biomedical engineering. In this contribution, simple applications from the field of medical engineering, especially in exercise testing data evaluation are presented. It should be noted that all data was obtained by real measurement. All examples were processed using Matlab's Neural Toolbox.
Description
Subject(s)
artificial neural network, neuron, teaching, bicycle ergometer, treadmill ergometer, load, oxygen consumption