Federated GWAS Analysis

Decentralized, Peer-to-Peer Logistic Regression for Polygenic Risk Score Computation

Status

Disconnected

Peers Connected

0

Current Round

0

Samples Loaded

0

1. Load GWAS Data

No file selected

2. Configure Federation

Federation ID

Peer Name

Min Peers

Max Rounds

Learning Rate

3. Training Control

Connected Peers

No peers connected

Training Progress

Waiting to start...

Model Convergence (Loss vs AUC)

Model Performance

Current Loss

-

Current AUC

-

Top SNP Effects (Forest Plot)

SNP Name Effect Size (95% CI)

Train model to see Forest Plot of SNP effects