A comparative analysis of the binary and multiclass classified chest X-ray images of pneumonia and COVID-19 with ML and DL models
The highly infectious coronavirus disease 2019 (COVID-19) is caused by severe acute respiratory syndrome coronavirus 2, the seventh coronavirus. It is the longest pandemic in recorded history worldwide. Many countries are still reporting COVID-19 cases even in the fifth year of its emergence.
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| Format: | Article |
| Language: | English |
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De Gruyter
2025-02-01
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| Series: | Open Medicine |
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| Online Access: | https://doi.org/10.1515/med-2024-1110 |
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| author | Pal Madhumita Mohapatra Ranjan K. Sarangi Ashish K. Sahu Alok Ranjan Mishra Snehasish Patel Alok Bhoi Sushil Kumar Elnaggar Ashraf Y. El Azab Islam H. Alissa Mohammed El-Bahy Salah M. |
| author_facet | Pal Madhumita Mohapatra Ranjan K. Sarangi Ashish K. Sahu Alok Ranjan Mishra Snehasish Patel Alok Bhoi Sushil Kumar Elnaggar Ashraf Y. El Azab Islam H. Alissa Mohammed El-Bahy Salah M. |
| author_sort | Pal Madhumita |
| collection | DOAJ |
| description | The highly infectious coronavirus disease 2019 (COVID-19) is caused by severe acute respiratory syndrome coronavirus 2, the seventh coronavirus. It is the longest pandemic in recorded history worldwide. Many countries are still reporting COVID-19 cases even in the fifth year of its emergence. |
| format | Article |
| id | doaj-art-b7567eac34284ae295d1b8bf69a90580 |
| institution | Kabale University |
| issn | 2391-5463 |
| language | English |
| publishDate | 2025-02-01 |
| publisher | De Gruyter |
| record_format | Article |
| series | Open Medicine |
| spelling | doaj-art-b7567eac34284ae295d1b8bf69a905802025-02-10T13:24:39ZengDe GruyterOpen Medicine2391-54632025-02-012017698810.1515/med-2024-1110A comparative analysis of the binary and multiclass classified chest X-ray images of pneumonia and COVID-19 with ML and DL modelsPal Madhumita0Mohapatra Ranjan K.1Sarangi Ashish K.2Sahu Alok Ranjan3Mishra Snehasish4Patel Alok5Bhoi Sushil Kumar6Elnaggar Ashraf Y.7El Azab Islam H.8Alissa Mohammed9El-Bahy Salah M.10Department of Electrical Engineering, Government College of Engineering, Keonjhar, Odisha, IndiaDepartment of Chemistry, Government College of Engineering, Keonjhar, 758 002, Odisha, IndiaDepartment of Chemistry, School of Applied Sciences, Centurion University of Technology and Management, Balangir, Odisha, IndiaDepartment of Botany, Vikash Degree College, Barahaguda, Canal Chowk, Bargarh, Odisha, IndiaSchool of Biotechnology, Campus-11, KIIT Deemed-to-be-University, Bhubaneswar, Odisha, IndiaDepartment of Civil Engineering, Government College of Engineering, Keonjhar, Odisha, IndiaDepartment of Electrical Engineering, Government College of Engineering Kalahandi, Kalahandi, Bhawanipatna, 766 003, Odisha, IndiaDepartment of Food Sciences and Nutrition, College of Science, Taif University, Taif, Saudi ArabiaDepartment of Food Sciences and Nutrition, College of Science, Taif University, Taif, Saudi ArabiaDepartment of Medical Laboratory, College of Applied Medical Sciences, Prince Sattam bin Abdulaziz University, Al-Kharj, Saudi ArabiaDepartment of Chemistry, Turabah University College, Taif University, Taif, Saudi ArabiaThe highly infectious coronavirus disease 2019 (COVID-19) is caused by severe acute respiratory syndrome coronavirus 2, the seventh coronavirus. It is the longest pandemic in recorded history worldwide. Many countries are still reporting COVID-19 cases even in the fifth year of its emergence.https://doi.org/10.1515/med-2024-1110covid-19chest x-ray imagesml and dl modelsbinary and multiclass classification |
| spellingShingle | Pal Madhumita Mohapatra Ranjan K. Sarangi Ashish K. Sahu Alok Ranjan Mishra Snehasish Patel Alok Bhoi Sushil Kumar Elnaggar Ashraf Y. El Azab Islam H. Alissa Mohammed El-Bahy Salah M. A comparative analysis of the binary and multiclass classified chest X-ray images of pneumonia and COVID-19 with ML and DL models Open Medicine covid-19 chest x-ray images ml and dl models binary and multiclass classification |
| title | A comparative analysis of the binary and multiclass classified chest X-ray images of pneumonia and COVID-19 with ML and DL models |
| title_full | A comparative analysis of the binary and multiclass classified chest X-ray images of pneumonia and COVID-19 with ML and DL models |
| title_fullStr | A comparative analysis of the binary and multiclass classified chest X-ray images of pneumonia and COVID-19 with ML and DL models |
| title_full_unstemmed | A comparative analysis of the binary and multiclass classified chest X-ray images of pneumonia and COVID-19 with ML and DL models |
| title_short | A comparative analysis of the binary and multiclass classified chest X-ray images of pneumonia and COVID-19 with ML and DL models |
| title_sort | comparative analysis of the binary and multiclass classified chest x ray images of pneumonia and covid 19 with ml and dl models |
| topic | covid-19 chest x-ray images ml and dl models binary and multiclass classification |
| url | https://doi.org/10.1515/med-2024-1110 |
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