HadAgent uses Proof-of-Inference consensus, a three-lane block structure, and a harness layer to enable secure decentralized LLM agent serving.
Dlbc: A deep learning- based consensus in blockchains for deep learning services
2 Pith papers cite this work. Polarity classification is still indexing.
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UNVERDICTED 2representative citing papers
Hybrid deep learning and graph matching segments whole hearts and great vessels in congenital heart disease CT images, achieving 11.9% higher average Dice score than prior methods on 68 scans across 14 CHD types.
citing papers explorer
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HadAgent: Harness-Aware Decentralized Agentic AI Serving with Proof-of-Inference Blockchain Consensus
HadAgent uses Proof-of-Inference consensus, a three-lane block structure, and a harness layer to enable secure decentralized LLM agent serving.
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Accurate Congenital Heart Disease Model Generation for 3D Printing
Hybrid deep learning and graph matching segments whole hearts and great vessels in congenital heart disease CT images, achieving 11.9% higher average Dice score than prior methods on 68 scans across 14 CHD types.