The definition of the usefulness of the binary classifier from the point of view of reducing the
a priori risk of false classification is formulated. Sufficient conditions are proposed to …

The paper proposes the automated processing of an electrocardiogram based on the use of
its mathematical model in the form of a cyclic random process. On the basis of the offered …

In this paper an introduction to two-class ROC analysis with its application for medical
decision making is presented. ROC graph is a simple method to show classifier's …

The aim of this study is to formulate a new marker to detect patients with cardiac arrhythmias.
As it is known, sudden death is the consequence of a final arrhythmia, here relies the main …

The paper suggests the use of diagnostic features in the form of decomposition coefficients
of electrocardiograms statistical estimates in the normal range and in different types of …

Decision support systems can seriously help medical doctors in the diagnosis of different
diseases, especially in complicated cases. This article is devoted to recognizing and …

In the field of diagnostics and treatment of cardiac diseases urgent is the task of
development of a firmware for automatic control of elements of electrocardiosignal (ECS) …

The canonical decomposition of sequence describing the change of cardiograms is put in
the basis of the method for a computer system of disease diagnostics. Obtained criterion of …

The author develops an approach to constructing biometric systems based on the analysis
of the phase portrait of a single channel electrocardiogram (ECG) of the test subject. The …

Chapter deals with the problem of quality assessment of the Cetlin method as a
representative of the family of interval methods of automatic arrhythmia detection by ECG …