Application of Artifical Neural Networks for Processing Some Biomedical Data

Date issued

2024

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

Citation