Enhancing Monkeypox diagnosis and explanation through modified transfer learning, vision transformers, and federated learning

Enhancing Monkeypox diagnosis and explanation through modified transfer learning, vision transformers, and federated learning

The Monkeypox outbreak has emerged as a pressing global health challenge, evidenced by rising cases across nations. Individuals afflicted exhibit diverse dermatological symptoms that risk further transmission via contamination. Our study assessed the efficacy of three modified transfer learning mode...

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Bibliographic Details
Main Authors: Md Manjurul Ahsan, Tasfiq E. Alam, Mohd Ariful Haque, Md Shahin Ali, Rakib Hossain Rifat, Abdullah Al Nomaan Nafi, Md Maruf Hossain, Md Khairul Islam
Format: Article
Language:English
Published: Elsevier 2024-01-01
Series:Informatics in Medicine Unlocked
Subjects:
Transfer learning
Vision transformer
Disease diagnosis
Image segmentation
LIME
Online Access:http://www.sciencedirect.com/science/article/pii/S2352914824000054

Internet

http://www.sciencedirect.com/science/article/pii/S2352914824000054

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