HFR

Research Programs

Our product roadmap is driven by original research. We publish, prototype, and fold findings into production‑grade systems.

Tabular Foundation Models (TFMs)

In‑context learning for tabular clinical data; survival analysis and risk prediction; zero/low‑shot adaptation and cohort specificity.

Survival Foundation Models

Cross‑modal survival modeling with specialized objectives and clinical realism across imaging, EHR, and omics.

In‑Context GNNs

Few‑shot reasoning over graphs by extending LLM in‑context principles to biomedical and device networks.

Multi‑omics Translation

Translate across omic modalities and align to phenotypes and clinical endpoints.

See Publications