Measuring. Monitoring. Management. Control
Background. The emergence and importance of the research topic is substantiated by the colossal growth in the volume of accumulated and underprocessed medical information, the evolution of mathematical and algorithmic apparatus, and the need to improve existing data processing pipelines. The purpo...
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| Format: | Article |
| Language: | English |
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Penza State University Publishing House
2024-12-01
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| Series: | Измерение, мониторинг, управление, контроль |
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| _version_ | 1832544336992010240 |
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| author | M.V. Sprindzuk V.I. Bernik A.P. Konchits |
| author_facet | M.V. Sprindzuk V.I. Bernik A.P. Konchits |
| author_sort | M.V. Sprindzuk |
| collection | DOAJ |
| description | Background. The emergence and importance of the research topic is substantiated by the colossal growth in
the volume of accumulated and underprocessed medical information, the evolution of mathematical and algorithmic apparatus,
and the need to improve existing data processing pipelines. The purpose of the work was to review and report the
new classification and concepts of data interpretation proposed by the authors, as well as an experience in software development.
Materials and methods. The questions of classification of software for automating the process of analyzing bioinformational
data of the genomic nature and new the principles for interpreting computational experiments in genomics
are discussed. Results and conclusions. As a result, the article presents a brief review of the literature on the topic of modern
computational genomics, bioinformatics, mathematical biology, medical cybernetics, big data for medicine and biology,
nucleic acid sequencing technologies, experience in developing pipelines for the analysis of genomic data, the new classification
of software and concepts for interpreting data in this complex interdisciplinary multi-component subject area. |
| format | Article |
| id | doaj-art-56c100a9607e45a9a0d49e4f433ed89f |
| institution | Kabale University |
| issn | 2307-5538 |
| language | English |
| publishDate | 2024-12-01 |
| publisher | Penza State University Publishing House |
| record_format | Article |
| series | Измерение, мониторинг, управление, контроль |
| spelling | doaj-art-56c100a9607e45a9a0d49e4f433ed89f2025-02-03T10:30:09ZengPenza State University Publishing HouseИзмерение, мониторинг, управление, контроль2307-55382024-12-01413914810.21685/2307-5538-2024-4-16Measuring. Monitoring. Management. ControlM.V. Sprindzuk0V.I. Bernik1A.P. Konchits2United Institute of Informatics Problems of the Belarus National Academy of SciencesInstitute of Mathematics of the National Academy of Sciences of BelarusForest Institute of the National academy of sciences of BelarusBackground. The emergence and importance of the research topic is substantiated by the colossal growth in the volume of accumulated and underprocessed medical information, the evolution of mathematical and algorithmic apparatus, and the need to improve existing data processing pipelines. The purpose of the work was to review and report the new classification and concepts of data interpretation proposed by the authors, as well as an experience in software development. Materials and methods. The questions of classification of software for automating the process of analyzing bioinformational data of the genomic nature and new the principles for interpreting computational experiments in genomics are discussed. Results and conclusions. As a result, the article presents a brief review of the literature on the topic of modern computational genomics, bioinformatics, mathematical biology, medical cybernetics, big data for medicine and biology, nucleic acid sequencing technologies, experience in developing pipelines for the analysis of genomic data, the new classification of software and concepts for interpreting data in this complex interdisciplinary multi-component subject area.medical cyberneticsmedical systemsgenomicspresentation and display of informationdata interpretationbig databioinformaticsapplied mathematicsartificial intelligencemachine learningforensic dna |
| spellingShingle | M.V. Sprindzuk V.I. Bernik A.P. Konchits Measuring. Monitoring. Management. Control Измерение, мониторинг, управление, контроль medical cybernetics medical systems genomics presentation and display of information data interpretation big data bioinformatics applied mathematics artificial intelligence machine learning forensic dna |
| title | Measuring. Monitoring. Management. Control |
| title_full | Measuring. Monitoring. Management. Control |
| title_fullStr | Measuring. Monitoring. Management. Control |
| title_full_unstemmed | Measuring. Monitoring. Management. Control |
| title_short | Measuring. Monitoring. Management. Control |
| title_sort | measuring monitoring management control |
| topic | medical cybernetics medical systems genomics presentation and display of information data interpretation big data bioinformatics applied mathematics artificial intelligence machine learning forensic dna |
| work_keys_str_mv | AT mvsprindzuk measuringmonitoringmanagementcontrol AT vibernik measuringmonitoringmanagementcontrol AT apkonchits measuringmonitoringmanagementcontrol |