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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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Detalles Bibliográficos
Autores principales: Ain, Qurat ul, Khan, Muhammad Amir, Yaqoob, Muhammad Mateen, Khattak, Umar Farooq, Sajid, Zohaib, Khan, Muhammad Ijaz, Al-Rasheed, Amal
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10340785/
https://www.ncbi.nlm.nih.gov/pubmed/37443658
http://dx.doi.org/10.3390/diagnostics13132264