Privacy-Aware Collaborative Learning for Skin Cancer Prediction

Privacy-Aware Collaborative Learning for Skin Cancer Prediction

Cancer, including the highly dangerous melanoma, is marked by uncontrolled cell growth and the possibility of spreading to other parts of the body. However, the conventional approach to machine learning relies on centralized training data, posing challenges for data privacy in healthcare systems dri...

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Bibliographic Details
Main Authors: Qurat ul Ain, Muhammad Amir Khan, Muhammad Mateen Yaqoob, Umar Farooq Khattak, Zohaib Sajid, Muhammad Ijaz Khan, Amal Al-Rasheed
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Diagnostics
Subjects:
federated learning
skin cancer classification
SVM
neural networks
privacy-aware learning
Online Access:https://www.mdpi.com/2075-4418/13/13/2264

Internet

https://www.mdpi.com/2075-4418/13/13/2264

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