Title :
Tools for ultrasonic diagnostic image classification
Author :
Roman V. Byvalkevich;Serhii P. Radchenko;Olexandr O. Sudakov
Author_Institution :
Faculty of Radiophysics, Electronics and Computer Systems of Taras Shevchenko National University of Kyiv, acad. Glushkov ave., 4g, Kyiv, Ukraine, 03127
Abstract :
Classification tool based on the Kohonen artificial neural network was designed and implemented. The tool attended to be used at high performance computing clusters and distributed systems like computing Grids. Proposed tools were applied to classification of ultrasonic medical diagnostic data. Testing of the classifying system showed more than 90% recognition accuracy for certain diagnoses.
Keywords :
"Neurons","Acoustics","Glands","Algorithm design and analysis","Feature extraction","Distributed databases","Classification algorithms"
Conference_Titel :
Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2015 IEEE 8th International Conference on
Print_ISBN :
978-1-4673-8359-2
DOI :
10.1109/IDAACS.2015.7341450
