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As the AI based model is getting traction these days especially in the field of medical imaging, protecting the private information is necessary before used in the real time environment.Particularly in the time of pandemic, AI based model has been used for detecting Covid-19 using medical imaging, however these models have not been used because of the leakage of the personal information as well as the models are not robust.With the availability of Federated learning it is ensure that robust model could be made without leaking the private information and at the same time combination with the blockchain helps to transact data securely with different service providers.
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IEEE/ICACT20210192 Slide.15
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