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 |
| Published: |
IEEE
2024
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| Subjects: | |
| 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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| Summary: | 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 |
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