scholarly journals A Utilization of Convolutional Matrix Methods on Sliced Hippocampal Neuron Region Images for Cell Segmentation

2020 ◽  
Vol 9 (3) ◽  
pp. 1-8
Author(s):  
Neeraj Rattehalli ◽  
Ishan Jain
Keyword(s):  
Hippocampal Neuron ◽  
Cell Segmentation ◽  
Matrix Methods

Case Study of Efficiency Improvements Using Matrix Methods of Production Management in Building Construction

2020 ◽  
Author(s):  
Augusto Tiezzi ◽  
David Lott ◽  
Wayne Lott ◽  
William J. O’Brien ◽  
John Borcherding
Keyword(s):  
Production Management ◽  
Building Construction ◽  
Matrix Methods

Development and study of a method for cell separation during white blood cell segmentation on images of bone marrow preparations in information and measurement systems for diagnostics of acute leukemia

2020 ◽  
pp. 68-72
Author(s):  
V.G. Nikitaev ◽  
A.N. Pronichev ◽  
V.V. Dmitrieva ◽  
E.V. Polyakov ◽  
A.D. Samsonova ◽  
...  
Keyword(s):  
Bone Marrow ◽  
Blood Cell ◽  
Acute Leukemia ◽  
White Blood Cell ◽  
Cell Separation ◽  
Large Scale ◽  
Bone Marrow Cells ◽  
Automated Analysis ◽  
Cell Segmentation ◽  
Measurement Systems

The issues of using of information and measurement systems based on processing of digital images of microscopic preparations for solving large-scale tasks of automating the diagnosis of acute leukemia are considered. The high density of leukocyte cells in the preparation (hypercellularity) is a feature of microscopic images of bone marrow preparations. It causes the proximity of cells to eachother and their contact with the formation of conglomerates. Measuring of the characteristics of bone marrow cells in such conditions leads to unacceptable errors (more than 50%). The work is devoted to segmentation of contiguous cells in images of bone marrow preparations. A method of cell separation during white blood cell segmentation on images of bone marrow preparations under conditions of hypercellularity of the preparation has been developed. The peculiarity of the proposed method is the use of an approach to segmentation of cell images based on the watershed method with markers. Key stages of the method: the formation of initial markers and builds the lines of watershed, a threshold binarization, shading inside the outline. The parameters of the separation of contiguous cells are determined. The experiment confirmed the effectiveness of the proposed method. The relative segmentation error was 5 %. The use of the proposed method in information and measurement systems of computer microscopy for automated analysis of bone marrow preparations will help to improve the accuracy of diagnosis of acute leukemia.

Methodical approaches to the evaluation of the trading enterprise competitiveness

2018 ◽  
Vol 35 (3) ◽  
pp. 22-27
Author(s):  
E. S. Kirenkina ◽  
I. G. Pavlenko
Keyword(s):  
Quantitative Assessment ◽  
Quality Level ◽  
Graphical Methods ◽  
Matrix Methods ◽  
Methods Of Evaluation ◽  
Comparative Advantages ◽  
Enterprise Competitiveness

The article is devoted to the issues of ensuring the competitiveness of a trading enterprise through its quantitative assessment. Analytic and graphical methods of evaluation are conventionally identified. The methodical approaches to the evaluation of the competitiveness of the trading enterprise, including the Rosenberg Model, the assessment of the quality level of production, matrix methods, the evaluation of comparative advantages, the multifactor score, the model of competitiveness are described, their strengths and weaknesses are identified.

Optimizing Costs of Customer Attraction as a Competitiveness Factor

2019 ◽  
pp. 172-182
Author(s):  
A. V. Katernyuk
Keyword(s):  
Simplex Method ◽  
Investment Analysis ◽  
Economic Indicators ◽  
The Internet ◽  
Internet Services ◽  
Induction Method ◽  
Matrix Methods ◽  
Fast Growing ◽  
Analysis Methods ◽  
Available Resources

In all spheres business experts try to raise competitiveness of the company by different ways, for instance at the expense of more efficient redistribution of available resources (costs). Objectives connected with modeling and optimizing resources used in advertising are becoming the most topical. Deeper knowledge in planning and conducting any marketing and advertising campaigns are in demand today among many specialists. The process of searching for and finding optimum costs of advertising in the Internet as a factor of the rise in the company sustainability can be successfully shaped through universal matrix methods of solution (e.g. simplex-method). Objectives which cannot be resolved by this method can be supplemented by such economic indicators, as profitability of investment and return on one ruble. The article summarizes the instrumental base dealing with estimating the efficiency of events connected with customer attraction to such a fast growing industry as internet-services. The author proposes besides traditional ways of expense optimization to take into account economic indicators connected with profitability of each sale channel. The following tools were used in the research: modeling, induction method, investment analysis, methods of statistics and formal logics, multi-criteria optimization, specific software meant for solving similar tasks, in particular special macros for excel table.  

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