Pharmacoinformation studies of chondroprotectors
The pharmacoinformation approach to the assessment and modeling of drugs involves the use of modern methods of data mining. These methods include: 1) analysis of big data (selection of texts of scientific publications, search for new biomarkers); 2) computer analysis of texts (automatic classificati...
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| Format: | Article |
| Language: | Russian |
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IMA-PRESS LLC
2021-10-01
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| Series: | Современная ревматология |
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| Online Access: | https://mrj.ima-press.net/mrj/article/view/1210 |
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| _version_ | 1850023399123845120 |
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| author | A. M. Lila I. Yu. Torshin A. N. Gromov V. A. Semenov O. A. Gromova |
| author_facet | A. M. Lila I. Yu. Torshin A. N. Gromov V. A. Semenov O. A. Gromova |
| author_sort | A. M. Lila |
| collection | DOAJ |
| description | The pharmacoinformation approach to the assessment and modeling of drugs involves the use of modern methods of data mining. These methods include: 1) analysis of big data (selection of texts of scientific publications, search for new biomarkers); 2) computer analysis of texts (automatic classification of texts by content, identification of pseudoscientific texts); 3) analysis of metric maps (visualization and analysis of complex patterns, including clustering) and 4) chemoinformation analysis, including the assessment of the effect of drugs on the transcriptome, proteome and microbiome of a person. The article provides examples of the application of these methods of pharmacoinformatics to chondroprotectors containing standardized forms of chondroitin sulfate and glucosamine sulfate. |
| format | Article |
| id | doaj-art-6ae9fa862f944dde9952e7d3ead40eec |
| institution | DOAJ |
| issn | 1996-7012 2310-158X |
| language | Russian |
| publishDate | 2021-10-01 |
| publisher | IMA-PRESS LLC |
| record_format | Article |
| series | Современная ревматология |
| spelling | doaj-art-6ae9fa862f944dde9952e7d3ead40eec2025-08-20T03:01:23ZrusIMA-PRESS LLCСовременная ревматология1996-70122310-158X2021-10-0115511412010.14412/1996-7012-2021-5-114-1202414Pharmacoinformation studies of chondroprotectorsA. M. Lila0I. Yu. Torshin1A. N. Gromov2V. A. Semenov3O. A. Gromova4V.A. Nasonova Research Institute of Rheumatology; Department of Rheumatology, Russian Medical Academy of Continuing Professional EducationInstitute of pharmacoinformatics, Federal Research Center «Informatics and Management», Russian Academy of SciencesInstitute of pharmacoinformatics, Federal Research Center «Informatics and Management», Russian Academy of SciencesKemerovo State Medical University, Ministry of Health of RussiaInstitute of pharmacoinformatics, Federal Research Center «Informatics and Management»The pharmacoinformation approach to the assessment and modeling of drugs involves the use of modern methods of data mining. These methods include: 1) analysis of big data (selection of texts of scientific publications, search for new biomarkers); 2) computer analysis of texts (automatic classification of texts by content, identification of pseudoscientific texts); 3) analysis of metric maps (visualization and analysis of complex patterns, including clustering) and 4) chemoinformation analysis, including the assessment of the effect of drugs on the transcriptome, proteome and microbiome of a person. The article provides examples of the application of these methods of pharmacoinformatics to chondroprotectors containing standardized forms of chondroitin sulfate and glucosamine sulfate.https://mrj.ima-press.net/mrj/article/view/1210chondroprotectorschondroitin sulfatehondroguardglucosamine sulfatepharmacoinformaticsanalysis of precedentsalgebraic approach to recognitiontopological recognition theory |
| spellingShingle | A. M. Lila I. Yu. Torshin A. N. Gromov V. A. Semenov O. A. Gromova Pharmacoinformation studies of chondroprotectors Современная ревматология chondroprotectors chondroitin sulfate hondroguard glucosamine sulfate pharmacoinformatics analysis of precedents algebraic approach to recognition topological recognition theory |
| title | Pharmacoinformation studies of chondroprotectors |
| title_full | Pharmacoinformation studies of chondroprotectors |
| title_fullStr | Pharmacoinformation studies of chondroprotectors |
| title_full_unstemmed | Pharmacoinformation studies of chondroprotectors |
| title_short | Pharmacoinformation studies of chondroprotectors |
| title_sort | pharmacoinformation studies of chondroprotectors |
| topic | chondroprotectors chondroitin sulfate hondroguard glucosamine sulfate pharmacoinformatics analysis of precedents algebraic approach to recognition topological recognition theory |
| url | https://mrj.ima-press.net/mrj/article/view/1210 |
| work_keys_str_mv | AT amlila pharmacoinformationstudiesofchondroprotectors AT iyutorshin pharmacoinformationstudiesofchondroprotectors AT angromov pharmacoinformationstudiesofchondroprotectors AT vasemenov pharmacoinformationstudiesofchondroprotectors AT oagromova pharmacoinformationstudiesofchondroprotectors |