Data Mining Techniques in a Virtual Workshop for the Digitalization of Education
A software module has been developed that forms the basis of a virtual laboratory workshop and consists of two computer applications that use the methods of intelligent analysis of biomedical data for an example of the possibility of predicting a disease based on the proposed symptoms of a patient a...
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| Format: | Article |
| Language: | Russian |
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Ministry of Education of the Republic of Belarus, Establishment The Main Information and Analytical Center
2022-01-01
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| Series: | Цифровая трансформация |
| Subjects: | |
| Online Access: | https://dt.giac.by/jour/article/view/643 |
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| author | E. V. Timoschenko A. F. Razhkov |
| author_facet | E. V. Timoschenko A. F. Razhkov |
| author_sort | E. V. Timoschenko |
| collection | DOAJ |
| description | A software module has been developed that forms the basis of a virtual laboratory workshop and consists of two computer applications that use the methods of intelligent analysis of biomedical data for an example of the possibility of predicting a disease based on the proposed symptoms of a patient and determining the likelihood of cardiovascular disease. The developed virtual laboratory practice can be used in teaching the block of biomedical disciplines and includes a list of laboratory works that help to acquire practical skills in bioanalytical work and programming skills in Python. |
| format | Article |
| id | doaj-art-8cc0c6de4445445aa4d1bc50b75d683c |
| institution | OA Journals |
| issn | 2522-9613 2524-2822 |
| language | Russian |
| publishDate | 2022-01-01 |
| publisher | Ministry of Education of the Republic of Belarus, Establishment The Main Information and Analytical Center |
| record_format | Article |
| series | Цифровая трансформация |
| spelling | doaj-art-8cc0c6de4445445aa4d1bc50b75d683c2025-08-20T02:17:59ZrusMinistry of Education of the Republic of Belarus, Establishment The Main Information and Analytical CenterЦифровая трансформация2522-96132524-28222022-01-01045262256Data Mining Techniques in a Virtual Workshop for the Digitalization of EducationE. V. Timoschenko0A. F. Razhkov1"Mogilev State A. Kuleshov University"The State Scientific Institution «The United Institute of Informatics Problems of the National Academy of Sciences of Belarus»A software module has been developed that forms the basis of a virtual laboratory workshop and consists of two computer applications that use the methods of intelligent analysis of biomedical data for an example of the possibility of predicting a disease based on the proposed symptoms of a patient and determining the likelihood of cardiovascular disease. The developed virtual laboratory practice can be used in teaching the block of biomedical disciplines and includes a list of laboratory works that help to acquire practical skills in bioanalytical work and programming skills in Python.https://dt.giac.by/jour/article/view/643digitalization of educationpractice-oriented learningvirtual workshopdata miningdisease predictionit in educationprogramming language python |
| spellingShingle | E. V. Timoschenko A. F. Razhkov Data Mining Techniques in a Virtual Workshop for the Digitalization of Education Цифровая трансформация digitalization of education practice-oriented learning virtual workshop data mining disease prediction it in education programming language python |
| title | Data Mining Techniques in a Virtual Workshop for the Digitalization of Education |
| title_full | Data Mining Techniques in a Virtual Workshop for the Digitalization of Education |
| title_fullStr | Data Mining Techniques in a Virtual Workshop for the Digitalization of Education |
| title_full_unstemmed | Data Mining Techniques in a Virtual Workshop for the Digitalization of Education |
| title_short | Data Mining Techniques in a Virtual Workshop for the Digitalization of Education |
| title_sort | data mining techniques in a virtual workshop for the digitalization of education |
| topic | digitalization of education practice-oriented learning virtual workshop data mining disease prediction it in education programming language python |
| url | https://dt.giac.by/jour/article/view/643 |
| work_keys_str_mv | AT evtimoschenko dataminingtechniquesinavirtualworkshopforthedigitalizationofeducation AT afrazhkov dataminingtechniquesinavirtualworkshopforthedigitalizationofeducation |