Deep radiomics: a picture’s worth a thousand words - a review
Abstract—In recent decades, the prevalence of diseases has witnessed a notable surge. The increasing health challenges have led to a greater use of advanced diagnostic machines for detecting and understanding these disease conditions. The diagnostic modalities, such as X-rays, CT scans, MRI scan...
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| Main Authors: | , , , , , , , , |
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| Format: | Proceeding Paper |
| Language: | en en |
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IEEE
2024
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| Online Access: | http://irep.iium.edu.my/123200/2/123200_Deep%20radiomics.pdf http://irep.iium.edu.my/123200/3/123200_Deep%20radiomics_Scopus.pdf http://irep.iium.edu.my/123200/ https://ieeexplore.ieee.org/document/10482359 |
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| _version_ | 1845468857251135488 |
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| author | Meraj, Syeda Shah, Asadullah Ismail, Ahsiah Tengku Sembok, Tengku Mohd Shadab, Syed Aftab, Syed Nageena, Syeda Khan, Nusratullah Nusratullah, Kajal |
| author_facet | Meraj, Syeda Shah, Asadullah Ismail, Ahsiah Tengku Sembok, Tengku Mohd Shadab, Syed Aftab, Syed Nageena, Syeda Khan, Nusratullah Nusratullah, Kajal |
| author_sort | Meraj, Syeda |
| building | IIUM Library |
| collection | Institutional Repository |
| content_provider | International Islamic University Malaysia |
| content_source | IIUM Repository (IREP) |
| continent | Asia |
| country | Malaysia |
| description | Abstract—In recent decades, the prevalence of diseases has
witnessed a notable surge. The increasing health challenges
have led to a greater use of advanced diagnostic machines for
detecting and understanding these disease conditions. The
diagnostic modalities, such as X-rays, CT scans, MRI scans,
and nuclear medicine imaging, generate a wealth of
interpretative data through medical images. Deep Radiomics
aims to improve the efficiency and accuracy of image
interpretation by automating the process of feature extraction,
allowing for more comprehensive insights for advancing
personalized medicine and improving outcomes in medical
imaging. Enhance disease detection, diagnosis, and subsequent
treatment strategie |
| format | Proceeding Paper |
| id | my.iium.irep-123200 |
| institution | Universiti Islam Antarabangsa Malaysia |
| language | en en |
| publishDate | 2024 |
| publisher | IEEE |
| record_format | dspace |
| spelling | my.iium.irep-1232002025-09-12T04:20:53Z http://irep.iium.edu.my/123200/ Deep radiomics: a picture’s worth a thousand words - a review Meraj, Syeda Shah, Asadullah Ismail, Ahsiah Tengku Sembok, Tengku Mohd Shadab, Syed Aftab, Syed Nageena, Syeda Khan, Nusratullah Nusratullah, Kajal T10.5 Communication of technical information Abstract—In recent decades, the prevalence of diseases has witnessed a notable surge. The increasing health challenges have led to a greater use of advanced diagnostic machines for detecting and understanding these disease conditions. The diagnostic modalities, such as X-rays, CT scans, MRI scans, and nuclear medicine imaging, generate a wealth of interpretative data through medical images. Deep Radiomics aims to improve the efficiency and accuracy of image interpretation by automating the process of feature extraction, allowing for more comprehensive insights for advancing personalized medicine and improving outcomes in medical imaging. Enhance disease detection, diagnosis, and subsequent treatment strategie IEEE 2024-04-02 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/123200/2/123200_Deep%20radiomics.pdf application/pdf en http://irep.iium.edu.my/123200/3/123200_Deep%20radiomics_Scopus.pdf Meraj, Syeda and Shah, Asadullah and Ismail, Ahsiah and Tengku Sembok, Tengku Mohd and Shadab, Syed and Aftab, Syed and Nageena, Syeda and Khan, Nusratullah and Nusratullah, Kajal (2024) Deep radiomics: a picture’s worth a thousand words - a review. In: 2024 IEIEEE 1 st Karachi Section Humanitarian Technology Conference (Khi-HTC), 8-9 January 2024, Tandojam, Pakistan. https://ieeexplore.ieee.org/document/10482359 10.1109/KHI-HTC60760.2024.10482359 |
| spellingShingle | T10.5 Communication of technical information Meraj, Syeda Shah, Asadullah Ismail, Ahsiah Tengku Sembok, Tengku Mohd Shadab, Syed Aftab, Syed Nageena, Syeda Khan, Nusratullah Nusratullah, Kajal Deep radiomics: a picture’s worth a thousand words - a review |
| title | Deep radiomics: a picture’s worth a thousand words - a review |
| title_full | Deep radiomics: a picture’s worth a thousand words - a review |
| title_fullStr | Deep radiomics: a picture’s worth a thousand words - a review |
| title_full_unstemmed | Deep radiomics: a picture’s worth a thousand words - a review |
| title_short | Deep radiomics: a picture’s worth a thousand words - a review |
| title_sort | deep radiomics: a picture’s worth a thousand words - a review |
| topic | T10.5 Communication of technical information |
| url | http://irep.iium.edu.my/123200/2/123200_Deep%20radiomics.pdf http://irep.iium.edu.my/123200/3/123200_Deep%20radiomics_Scopus.pdf http://irep.iium.edu.my/123200/ https://ieeexplore.ieee.org/document/10482359 |
| url_provider | http://irep.iium.edu.my/ |