Blockchain-Federated-Learning and Deep Learning Models for COVID-19 detection using CT Imaging

Understand

With the increase of COVID-19 cases worldwide, an effective way is required to diagnose COVID-19 patients.

• The primary problem in diagnosing COVID-19 patients is the shortage and reliability of testing kits, due to the quick spread of the virus, medical practitioners are facing difficulty identifying the positive cases.
• The second real-world problem is to share the data among the hospitals globally while keeping in view the privacy concerns of the organizations.
• Building a collaborative model and preserving privacy are major concerns for training a global deep learning model.