Journal Article

·2004

Diagnosis of cardiac problems from SPECT images by feedforward networks

U. Bakirci YTU , T. Yildrum YTU

Abstract

In this work, the performance of the feedforward networks on myocardial diagnosis using SPECT (single photon emission computed tomography) images is investigated. Results of the work shows that feedforward artificial neural networks reached 100% accuracy on diagnosis while machine learning algorithms have achieved maximum 90.4% accuracy up to now.

Keywords

Feedforward neural network Feed forward Single-photon emission computed tomography Computer science Artificial neural network Artificial intelligence Work (physics) Pattern recognition (psychology) Physics Nuclear medicine Engineering Medicine Control engineering

Subject Areas

AI in cancer detection ·Artificial Intelligence ·Physical Sciences
Engineering Technology and Methodologies ·Industrial and Manufacturing Engineering ·Physical Sciences
ECG Monitoring and Analysis ·Cardiology and Cardiovascular Medicine ·Health Sciences

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