Jeong-Pyo Han

Specification-Based Structural-Invariant Auditing Detects Silent Topological Failures in Generative 3D Heart Models: A Pilot Study

Poster presented at the 2026 Korean Society of Artificial Intelligence in Medicine (KoSAIM) Annual Conference. Generative text-to-image-to-3D pipelines produce plausible anatomical models and report their own outputs as successful. A silent failure is a specification violation th...

Evidica Evidence Manifest specification, version 0.1

An Evidence Manifest is a small, self-contained JSON record of how the claims in a manuscript are tied to specific passages in specific sources, and of the human decisions that made those ties. The researcher produces it from a local evidence workflow. It is a projection of the p...