Papers

Paper 1: Optimized Federated Learning with Blockchain for Securing Data in Remote Monitoring Systems in the Internet of Medical Things (tentative)

Paper 2: Blockchain-Enhanced Federated Learning Model for Improved Monitoring and Management of COPD Patients (tentative)

Last Week's Progress

Paper 1: Optimized Federated Learning with Blockchain for Securing Data in Remote Monitoring Systems in the Internet of Medical Things (tentative)
1.Varyied different components of the baseline federated learning models and record outcomes to determine which parameters to modify and improve.

Paper 2: Blockchain-Enhanced Federated Learning Model for Improved Monitoring and Management of COPD Patients (tentative)
1.Continued testing the effectiveness of different consensus algorithms in Hyperledger Fabric.

This Week Todo's

Paper 1: Optimized Federated Learning with Blockchain for Securing Data in Remote Monitoring Systems in the Internet of Medical Things (tentative)
1. Testing the Fed Average aggregation hyperparameters in federated learning

Paper 2: Blockchain-Enhanced Federated Learning Model for Improved Monitoring and Management of COPD Patients (tentative)
1. Solve errors in my fabric network that arose due to deprecated libraries

Project Progress

Project: PurePet

Project: Digital Twins

Last Week's Project

Project: PurePet
1.Design the database for the mobile application.
2.Created Database schema

Project: Digital Twins
1.Continue reviewing existing literature on digital twins in the healthcare industry.
2. Examine additional case studies on the implementation of digital twins for chronic patient monitoring.

This Week's Project

Project: PurePet
1. To cod the API end points of he application that will enable it interact with the server

Project: Digital Twins
1. Analyze case studies that detail the deployment of digital twins for tunnels in one of thee papers I sources
2. Identify best practices and common challenges faced during implementation of digital twin

Monthly Goals

Optimize thee Federated Average algorithm to make it robust

Annual Goals

1.Submit at least 2 articles to scientific journals.
2.Submit and attend at least one NSL-approved domestic conference.
3.Submit and attend at least one NSL-approved international conference.