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| title: BlockFL-VSCC Dashboard | |
| sdk: gradio | |
| app_file: app.py | |
| pinned: false | |
| license: other | |
| # BlockFL-VSCC Dashboard | |
| Focused dashboard for a retrospective computational proof-of-concept of blockchain-audited federated learning for registry-based prediction of regional lymph-node positivity in vulvar squamous cell carcinoma. | |
| ## What this Space contains | |
| - Aggregate SEER VSCC endpoint and year-level summaries | |
| - Expanded temporal-client federated-learning outputs | |
| - Poisoning and audit-gated update summaries | |
| - Fully validated permissioned blockchain block/attack summaries | |
| - Computational/storage/resilience benchmark summaries | |
| - Real-time validation checks over exported non-patient-level assets | |
| ## Claim boundary | |
| This is a retrospective computational proof-of-concept using registry-derived aggregate outputs and simulated temporal clients. It is not clinical advice, not a production multi-hospital deployment, and not a production Hyperledger Fabric, Quorum, or Corda network. | |
| The dashboard excludes raw SEER row-level data and does not expose patient identifiers, raw features, exact node labels, predictions, survival variables, or raw gradients/weights. | |
| ## Data-use note | |
| SEER case-level data are not redistributed in this Space. Only aggregate summaries and non-patient-level audit/benchmark artifacts are included. | |