#Healthcare AI

2 articles tagged with Healthcare AI

Differentially Private Synthetic Tabular Data: Generating HIPAA-Safe Health Records

An enterprise data science architecture guide to generating synthetic tabular datasets with strict Differential Privacy guarantees. We dissect DP-CTGAN, Private-PGM marginal distributions, Renyi Differential Privacy accounting, and sharing compliant healthcare data.

9/2/202624 min read

Federated RAG: Privacy-Preserving Enterprise Search Across Multi-Institution Data

An enterprise multi-institution AI retrieval architecture guide. We analyze Federated RAG protocols, homomorphic encrypted embedding queries, decentralized vector indexes across hospital consortiums, and zero-knowledge citation verification.

9/2/202624 min read