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About Covid19 Detection Using Federated Learning
This document is a dissertation submitted by four students - Lenin Fernandes, Vaibhav Kamat, Reuben Pereira, and Srajan Shetty - for their Bachelor's degree in computer engineering from Goa University. The dissertation is titled "Covid-19 detection using Federated Learning" and was conducted under the guidance of Prof. Pratiksha Shetgaonkar. The dissertation aims to assess the effectiveness of federated learning in accurately diagnosing Covid-19 by comparing the performance of deep learning models with and without the federated learning framework on chest x-ray image datasets while keeping patient data private and secure.
Detailed Information
Author: | ['Vaibhav Kamat'] |
---|---|
Publication Year: | 2023 |
Pages: | 63 |
Language: | English |
Format: | |
Price: | FREE |
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