AI based medical imagery diagnosis for COVID-19 disease examination and remedy
Abstract COVID-19, caused by the SARS-CoV-2 coronavirus, has spread to more than 200 countries, affecting millions, costing billions, and claiming nearly 2 million lives since late 2019. This highly contagious disease can easily overwhelm healthcare systems if not managed promptly. The current diagn...
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Nature Portfolio
2025-01-01
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| Series: | Scientific Reports |
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| Online Access: | https://doi.org/10.1038/s41598-024-84644-1 |
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| author | Ashraf Aboshosha |
| author_facet | Ashraf Aboshosha |
| author_sort | Ashraf Aboshosha |
| collection | DOAJ |
| description | Abstract COVID-19, caused by the SARS-CoV-2 coronavirus, has spread to more than 200 countries, affecting millions, costing billions, and claiming nearly 2 million lives since late 2019. This highly contagious disease can easily overwhelm healthcare systems if not managed promptly. The current diagnostic method, Molecular diagnosis, is slow and has low sensitivity. CXR, an initial imaging tool, provides rapid results, but is less sensitive compared to CT scans. This article focuses on using AI for two main objectives: classifying the severity of COVID-19 and determining the appropriate treatment. Highlights key factors in the diagnosis and treatment of COVID-19, addressing questions such as: 1. For COVID-19 is innate immunity more important or acquired immunity? 2. Is the COVID-19 an immunity disorder or Acute Respiratory Distress Syndrome(ARDS)? 3. Is the cross mortality due to aging more dangerous than COVID-19? 4. Is COVID-19 a seasonal disease due to the deficiency of vitamin D in winter? 5. Is it better to treat COVID-19 as an epidemic or a pandemic? |
| format | Article |
| id | doaj-art-9b437c2b01664678b3bcdbfa729edfd7 |
| institution | Kabale University |
| issn | 2045-2322 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | Nature Portfolio |
| record_format | Article |
| series | Scientific Reports |
| spelling | doaj-art-9b437c2b01664678b3bcdbfa729edfd72025-01-12T12:24:37ZengNature PortfolioScientific Reports2045-23222025-01-0115111410.1038/s41598-024-84644-1AI based medical imagery diagnosis for COVID-19 disease examination and remedyAshraf Aboshosha0Rad. Eng. Dept., National Center for Radiation Research and Technology (NCRRT), Egyptian Atomic Energy Authority (EAEA)Abstract COVID-19, caused by the SARS-CoV-2 coronavirus, has spread to more than 200 countries, affecting millions, costing billions, and claiming nearly 2 million lives since late 2019. This highly contagious disease can easily overwhelm healthcare systems if not managed promptly. The current diagnostic method, Molecular diagnosis, is slow and has low sensitivity. CXR, an initial imaging tool, provides rapid results, but is less sensitive compared to CT scans. This article focuses on using AI for two main objectives: classifying the severity of COVID-19 and determining the appropriate treatment. Highlights key factors in the diagnosis and treatment of COVID-19, addressing questions such as: 1. For COVID-19 is innate immunity more important or acquired immunity? 2. Is the COVID-19 an immunity disorder or Acute Respiratory Distress Syndrome(ARDS)? 3. Is the cross mortality due to aging more dangerous than COVID-19? 4. Is COVID-19 a seasonal disease due to the deficiency of vitamin D in winter? 5. Is it better to treat COVID-19 as an epidemic or a pandemic?https://doi.org/10.1038/s41598-024-84644-1AICOVID-19AI-based medical diagnosisAI-remedyInnate immunityCross-symptoms |
| spellingShingle | Ashraf Aboshosha AI based medical imagery diagnosis for COVID-19 disease examination and remedy Scientific Reports AI COVID-19 AI-based medical diagnosis AI-remedy Innate immunity Cross-symptoms |
| title | AI based medical imagery diagnosis for COVID-19 disease examination and remedy |
| title_full | AI based medical imagery diagnosis for COVID-19 disease examination and remedy |
| title_fullStr | AI based medical imagery diagnosis for COVID-19 disease examination and remedy |
| title_full_unstemmed | AI based medical imagery diagnosis for COVID-19 disease examination and remedy |
| title_short | AI based medical imagery diagnosis for COVID-19 disease examination and remedy |
| title_sort | ai based medical imagery diagnosis for covid 19 disease examination and remedy |
| topic | AI COVID-19 AI-based medical diagnosis AI-remedy Innate immunity Cross-symptoms |
| url | https://doi.org/10.1038/s41598-024-84644-1 |
| work_keys_str_mv | AT ashrafaboshosha aibasedmedicalimagerydiagnosisforcovid19diseaseexaminationandremedy |