FedOps Industry Pack

FedOps can actually be used in many industries and provides usecases.

Healthcare Domain

FedOps Healthcare Usecase

Healthcare Pack Image

  • Korean Emergency Room(ER) Data for Severity Analysis: Analyzing patient severity using Korean NEDIS data.

  • Data Management Without Transfer: Each institution independently utilizes its own data for analysis, avoiding data movement.

  • Local Model Training and Evaluating: FL clients train/evaluate(test) models with this data, then report to FL Server.

  • Local Model Evaluation and Client Selection: FL server assesses performance of local models for optimal global model creation.

  • LMECS in Multi-Institutional ERs: Enhances early identification of high-risk patients without data movement.