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:	Che Azemin, Mohd Zulfaezal, Mohd Tamrin, Mohd Izzuddin, Hilmi, Mohd Radzi, Mohd Kamal, Khairidzan
格式:	Proceeding Paper
语言:	English English English
出版:	Association for Computing Machinery 2024
主题:	RE Ophthalmology T Technology (General)
在线阅读:	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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