Next Generation Infectious Diseases Monitoring Gages via Incremental Federated Learning: Current Trends and Future Possibilities

Table 1

Inclusion scheme in the study collection.

No.	Inclusion criteria
1	Discuss the optimized methods of machine learning
2	Discuss the limitations of the use of distributed machine learning with the comparison of federated learning
3	Papers discuss the flow of federated learning in biomedical application
4	Papers discuss the detection of COVID-19 via deep learning models