An Efficient Algorithm to Get the Score for the DNA Analysis Depending on the Properties of Nitrogen Base

The genetic information is kept in the DNA and is encoded using four distinct bases (A-adenine, T-thymine, G-guanine, and C-cytosine). The approach for gathering data and constructing a practical design in accordance with the problem's requirements was utilized to analyze this issue. Height, peakness, and spacing of the called base serve as the model's three input characteristics. These three attributes may be computed in each of the three subsystems by accumulating data on base calling, which is then used in the main system to estimate a base's level of confidence in DNA sequencing. The MATLAB tool was used to construct this approach. It is studying the solution of the problem utilizing fuzzy logic. These employed models generated efficient results with excellent performance in the work and access to a high degree of precision.

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Published
2024-11-07
DOI
https://doi.org/10.1109/ismsit63511.2024.10757206
Primary Topic
DNA and Nucleic Acid Chemistry
Type
article
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article

An Efficient Algorithm to Get the Score for the DNA Analysis Depending on the Properties of Nitrogen Base

Sahar Hamad Ahmed, Hadeel M. Saleh
DNA and Nucleic Acid Chemistry
article

An Efficient Algorithm to Get the Score for the DNA Analysis Depending on the Properties of Nitrogen Base

Sahar Hamad Ahmed, Hadeel M. Saleh
article en

Abstract

The genetic information is kept in the DNA and is encoded using four distinct bases (A-adenine, T-thymine, G-guanine, and C-cytosine). The approach for gathering data and constructing a practical design in accordance with the problem's requirements was utilized to analyze this issue. Height, peakness, and spacing of the called base serve as the model's three input characteristics. These three attributes may be computed in each of the three subsystems by accumulating data on base calling, which is then used in the main system to estimate a base's level of confidence in DNA sequencing. The MATLAB tool was used to construct this approach. It is studying the solution of the problem utilizing fuzzy logic. These employed models generated efficient results with excellent performance in the work and access to a high degree of precision.

University of Anbar (IQ)
Openalex Percentile: Top 79%
DNA and Nucleic Acid Chemistry
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