Recognition of Diffuse Hepatic Steatosis
practice, with the liver and spleen being studied in addition to the lungs and heart. Unfortunately, radiologists often do not have the time to assess the density of the liver's structure, as their attention is primarily on the chest organs such as the lungs, heart, and blood vessels in the tho...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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FRUCT
2023-05-01
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| Series: | Proceedings of the XXth Conference of Open Innovations Association FRUCT |
| Subjects: | |
| Online Access: | https://www.fruct.org/publications/volume-33/fruct33/files/Yev.pdf |
| _version_ | 1797807553838579712 |
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| author | Danil Yevdokimov Viacheslav Gorikhovskii |
| author_facet | Danil Yevdokimov Viacheslav Gorikhovskii |
| author_sort | Danil Yevdokimov |
| collection | DOAJ |
| description | practice, with the liver and spleen being studied in addition to the lungs and heart. Unfortunately, radiologists often do not have the time to assess the density of the liver's structure, as their attention is primarily on the chest organs such as the lungs, heart, and blood vessels in the thorax. To address this issue, a solution could be the development of a tool that uses machine learning technologies and statistical methods to identify organs and their relationships to diagnose diffuse hepatic steatosis on chest CT scans. |
| first_indexed | 2024-03-13T06:24:19Z |
| format | Article |
| id | doaj.art-f18359d7d4cf42a4b47d3c6e8e3dd667 |
| institution | Directory Open Access Journal |
| issn | 2305-7254 2343-0737 |
| language | English |
| last_indexed | 2024-03-13T06:24:19Z |
| publishDate | 2023-05-01 |
| publisher | FRUCT |
| record_format | Article |
| series | Proceedings of the XXth Conference of Open Innovations Association FRUCT |
| spelling | doaj.art-f18359d7d4cf42a4b47d3c6e8e3dd6672023-06-09T11:41:51ZengFRUCTProceedings of the XXth Conference of Open Innovations Association FRUCT2305-72542343-07372023-05-0133131832410.23919/FRUCT58615.2023.10143062Recognition of Diffuse Hepatic SteatosisDanil Yevdokimov0Viacheslav Gorikhovskii1Saint Petersburg State UniversitySaint Petersburg State Universitypractice, with the liver and spleen being studied in addition to the lungs and heart. Unfortunately, radiologists often do not have the time to assess the density of the liver's structure, as their attention is primarily on the chest organs such as the lungs, heart, and blood vessels in the thorax. To address this issue, a solution could be the development of a tool that uses machine learning technologies and statistical methods to identify organs and their relationships to diagnose diffuse hepatic steatosis on chest CT scans.https://www.fruct.org/publications/volume-33/fruct33/files/Yev.pdfhepatic steatosis triglycerides computed tomography liver parenchyma regression recognition the most powerful criterion fuzzy criterion hounsfield scale hounsfield unit automatic diagnostics |
| spellingShingle | Danil Yevdokimov Viacheslav Gorikhovskii Recognition of Diffuse Hepatic Steatosis Proceedings of the XXth Conference of Open Innovations Association FRUCT hepatic steatosis triglycerides computed tomography liver parenchyma regression recognition the most powerful criterion fuzzy criterion hounsfield scale hounsfield unit automatic diagnostics |
| title | Recognition of Diffuse Hepatic Steatosis |
| title_full | Recognition of Diffuse Hepatic Steatosis |
| title_fullStr | Recognition of Diffuse Hepatic Steatosis |
| title_full_unstemmed | Recognition of Diffuse Hepatic Steatosis |
| title_short | Recognition of Diffuse Hepatic Steatosis |
| title_sort | recognition of diffuse hepatic steatosis |
| topic | hepatic steatosis triglycerides computed tomography liver parenchyma regression recognition the most powerful criterion fuzzy criterion hounsfield scale hounsfield unit automatic diagnostics |
| url | https://www.fruct.org/publications/volume-33/fruct33/files/Yev.pdf |
| work_keys_str_mv | AT danilyevdokimov recognitionofdiffusehepaticsteatosis AT viacheslavgorikhovskii recognitionofdiffusehepaticsteatosis |