MedChain Global #01

AI Model Governance & Architecture

ACTIVE PRODUCTION ENCLAVERelease v4.0.0-fedprox
EfficientNet-B0 + Coordinate Attention
Primary histopathology diagnostic backbone optimized for confidential compute enclaves with 2D coordinate attention gating.
Pull Weights via Pinata IPFS
Validation Accuracy94.70%BreaKHis 4-Fold CV
ROC-AUC Score0.9890High Discrimination
Trainable Parameters5,927,510Float32 (Edge Enclave Evaluator)
Inference Latency1,769 ms (CPU Enclave)Intel SGX / Confidential

Cryptographic Model Fingerprint & Provenance

SHA-256 Checksum:0x8f06cf55c3c69e1c733ba08dcacffb650afd7fa7926c5e5b61af52683f6ce770
Content-Addressed IPFS CID:QmW4CN7kJcKniWTG5byWfCoKuwfsCN2Cti4bYbmNtruzWw
Federated Training Lineage:50 Consortium Rounds (Coordinated by Sepolia Smart Contract)