Quality improvement of diagnosis of the electromyography data based on statistical characteristics of the measured signals

Селиванова, К. Г.; Аврунін, Олег; Zlepko, S. M.; Romanyuk, Sergii O.; Заболотна, Н. І.; Kotyra, Andrzej; Komada, Paweł; Smailova, Saule

doi:10.1117/12.2248953

Cited by 9 publications

(6 citation statements)

References 9 publications

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“…We propose the idea of creating a device that will use a stereo camera to detect obstacles and process information on a smartphone transmitted via Bluetooth [6].…”

Section: Description Of the Proposed Architecturementioning

confidence: 99%

Architectures of Portable Systems for Orientation of the Blind

Sokolov¹,

Аврунін²,

Sokolov³

2022

Theoretical and Applied Aspects of Device Development on Microcontrollers and FPGAs 2022

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“…We propose the idea of creating a device that will use a stereo camera to detect obstacles and process information on a smartphone transmitted via Bluetooth [6].…”

Section: Description Of the Proposed Architecturementioning

confidence: 99%

Architectures of Portable Systems for Orientation of the Blind

Sokolov¹,

Аврунін²,

Sokolov³

2022

Theoretical and Applied Aspects of Device Development on Microcontrollers and FPGAs 2022

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“…Selection of the optimal (by the criterion of maximum reliability) system of informative signs for assessment of patient's condition with AD is the classical task of statistical synthesis in conditions of a priori uncertainty [11,12]. Characteristics are ranked by information value by value of control validity index [11], or probability of errors [12]. The features of the processing steps [13,14] and segmentation [15][16][17] of medical images also lead to errors in the selection of informative features.…”

Section: Fig 2 Digital Video Dermatoscope Um039mentioning

confidence: 99%

“…is called the quadratic normalized Euclidean distance between the controlled states (between the vectors of the state averages 0  и 1  ) [11,12]. The control object in this case is a vector-column of measured values 6) assumes the mutual independence of the vector components in the linear discrimination model [10][11][12].…”

Section:  mentioning

confidence: 99%

The Method for Predictive Assessment of the Condition of Patients With Atopic Dermatitis at Different Stages of the Disease

Аврунін

Trubitcin

Клименко

2021

ITSSI

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The subject of the research is the development of a method for prognostic assessment of the condition of patients with atopic dermatitis at different stages of the disease. The goal of the work is to study the informativeness of immunological indicators and data from dermatoscopic examinations in order to expand the possibilities of prognostic objectification of methods for assessing the condition of patients with atopic dermatitis with varying degrees of severity of the disease. The task of the work includes objectifying the blurring of assessment standards when analyzing the transition from one stage of the disease to another. Methods. The solution to this problem is possible when assessing the possibility of using models of parametric recognition (discrimination) using indicators of immunoglobulins in blood serum and indicators of immunograms, as well as color characteristics of skin areas based on the analysis of dermatoscopic images at various degrees of severity of the disease. Result. In the course of the study, the analysis of the color characteristics of the skin showed that when immunological blood parameters are added to the discrimination model, the probability of an error in making prognostic decisions significantly decreases. Predictive assessment of the condition of a patient with atopic dermatitis only by the color characteristics of the skin makes it possible to control this pathology with a higher degree of probability, which makes it possible to use the digital dermatoscopy method independently for express objectification of the condition of a patient with atopic dermatitis without waiting for the data of immunological analyzes. When a new patient appears, the above indicators are calculated for him and the normalized Euclidean distances to the center of the clusters corresponding to the studied pathologies are calculated. The calculated distances can be ranked and the probabilities of correspondence of the given case to specific pathologies can be determined. Conclusions. The prospect of further work is to substantiate the metrological characteristics of the method to eliminate possible systematic errors associated with the method of obtaining optical information.

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“…For example, the dimension of production, marketing and procurement activitiesrequirements for the urgency and forms of cash payments; presence/absence of free fundsrequirements for deposit/credit operations. According to the set of requirements, a choice is made from the database of the list of similar banks, which are additionally tested in terms of financial reliability and the possibility of transactions in certain sizes [15].…”

Section: Intelligent System In the Context Of Business Process Modellingmentioning

confidence: 99%

International Journal of Electronics and Telecommunications

Yaremko

Кузьміна

Савіна

et al. 2020

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The article deals with the features and characteristics of intelligent systems for modelling business processes. Their classification was made and criteria for comparison were developed. According to the comparative analysis of existing expert systems for intelligent analysis, a reasonable choice of system for modelling business processes of a particular enterprise has been carried out. In general, it was found that the introduction of intelligent systems for modelling business processes of the enterprise and forecasting its activities for future allows management of the company to obtain relevant and necessary information for the adoption of effective management decisions and the development of a strategic plan..

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Quality improvement of diagnosis of the electromyography data based on statistical characteristics of the measured signals

Cited by 9 publications

References 9 publications

Architectures of Portable Systems for Orientation of the Blind

Architectures of Portable Systems for Orientation of the Blind

The Method for Predictive Assessment of the Condition of Patients With Atopic Dermatitis at Different Stages of the Disease

International Journal of Electronics and Telecommunications

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