Meirona

Research

Papers, evaluations, and technical notes on clinical AI, multimodal data, and safe deployment.

Clinical Reasoning with Multimodal Echo (EF/LV)

Structuring EF/LV data and adjudication loops to reduce hallucination and improve trust.

Privacy rail-guards, drift monitoring, and honest metrics for clinical copilots.

Programmatic + human-in-the-loop labeling for outcome-linked datasets.