MULTICLASS CLASSIFICATION OF CURRENT DENCITY DISTRIBUTION MAPS
Journal Title: Вчені записки Таврійського національного університету імені В. І. Вернадського. Серія: Технічні науки - Year 2018, Vol 29, Issue 5
Abstract
Magnetocardiography (MCG) is one of the main methods for determining the heart state and diagnosis of cardiovascular diseases. The main advantage of MCG is ability to represent the data obtained with this technique in the form of multidimensional arrays. This, in its turn, makes it possible to apply more sophisticated data analysis methods for diagnostics. The paper considers the representation of data in the form of discrete images – current density distribution maps. An overview of the methods of multiclass classification of such maps is presented, as well as an assessment of the efficiency of each classifier.
Authors and Affiliations
Є. Є. Удовиченко, А. О. Попов, І. А. Чайковський
Keywords
Related Articles
- EP ID EP580153
- DOI -
- Views 66
- Downloads 0
SAFETY AND RELIABILITY ANALYSIS OF THE ELEMENTS OF A TECHNICAL SYSTEM
The study of the technical system elements from the stand point of reliability allows to analyze their work and form conclusions about the system efficiency. The proposed technical and organization al proposals for impro...
DEVELOPMENT OF SCADA-SYSTEM TRACE MODE 6 SIMULATION MODEL, AN AUTOMATIC CONTROL SYSTEM REMOVAL OF OXYGEN IN THE DEAERATOR
The article deals with the development of software for automatic control system of oxygen removal in the deaerator using an oxygen meter. For successful observation and timely correction of the technological process, the...
FLAT-LEAVED VOLUME WAVES IN THE REGULARLY-STRATIFIED ENVIRONMENT WITH SLIPPING ON BORDERS OF DIVISION
The method of research of by volume resilient waves is in-process developed in the regularly-stratified environment on condition of the ideal slipping on the borders of division of layers. Dispersible correlations are go...
DECENTRALIZED SYSTEM OF THE SUPPORT COMPUTATIONS
The work analyzes the existing decentralized systems capable to support the work of service applications, presents the stages of implementation the system of supporting the computing in decentralized networks, as well as...
DEVELOPMENT OF ARCHITECTURE AND SOFTWARE REALIZATION OF ELECTRONIC CABINETS OF THE DOCTOR-CARDIOLOGIST AND PATIENT
Requirements for the telemedicine system of analysis and visualization of cardiological signals are considered. Architecture and software-hardware realization of such system are proposed. The telemedicine system of elect...