Kimberly Kate Ferlic

Federated Multi-Institutional H-Pipeline for Privacy-Preserving Cloud-LLM Clinical Reasoning Across Healthcare Networks: A 255-Study Validation Campaign of Stages F- 1 through F-5 with Executed Adversarial Audit and Composed-Mitigation Specification

2026 · Zenodo (CERN European Organization for Nuclear Research)

v2 (2026-06): Corrected attribution-- compressibility and privacy are now attributed to the codebook-quantization layer, lossless invertibility to the spiral front-end. All numerical results unchanged. This deposit accompanies the v1.0 manuscript for Paper 13 of the …