Assessing the efficacy of StyleGAN 3 in generating realistic medical images with limited data availability
In this study, we leveraged StyleGAN 3 to synthesize high-fidelity images of pterygium, achieving significant strides in image realism as evidenced by low Fréchet Inception Distance (FID) scores. Our results demonstrate that StyleGAN 3 can intricately capture the textural nuances and vascular patter...
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| Main Authors: | , , , |
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| Format: | Proceeding Paper |
| Language: | English English English |
| Published: |
Association for Computing Machinery
2024
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/112492/2/112492_Assessing%20the%20efficacy%20of%20StyleGAN%203.pdf http://irep.iium.edu.my/112492/3/112492_ICSCA%202024%2013th%20International%20Conference%20on%20Software%20and%20Computer%20Applications.pdf http://irep.iium.edu.my/112492/4/112492_Assessing%20the%20efficacy%20of%20StyleGAN%203_Scopus.pdf http://irep.iium.edu.my/112492/ https://dl.acm.org/doi/10.1145/3651781.3651810 |
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http://irep.iium.edu.my/112492/2/112492_Assessing%20the%20efficacy%20of%20StyleGAN%203.pdfhttp://irep.iium.edu.my/112492/3/112492_ICSCA%202024%2013th%20International%20Conference%20on%20Software%20and%20Computer%20Applications.pdf
http://irep.iium.edu.my/112492/4/112492_Assessing%20the%20efficacy%20of%20StyleGAN%203_Scopus.pdf
http://irep.iium.edu.my/112492/
https://dl.acm.org/doi/10.1145/3651781.3651810