Research

Research is where our products begin

Research is at the heart of what we do. Our team of healthcare practitioners and developers explores new frontiers in AI for the health industry with a focus on effective, ethical diagnosis and decision-support systems.

Focus areas

What we're working on

AI-assisted diagnosis & triage

Early disease detection and five-level triage that surface urgent cases and rank differentials for the clinician.

Calibrated uncertainty

Conformal prediction that gives a statistical coverage guarantee honest confidence, not a black box.

Clinical NLP

Natural-language processing for medical records turning free text into structured, decision-ready data.

Privacy-preserving ML

De-identification and split-identity architectures so models learn without ever seeing who the patient is.

Predictive analytics

Forecasting patient outcomes and operational risk to help teams intervene earlier and allocate better.

Human-in-the-loop

Designing decision support that keeps the expert in control and improves from their feedback.

Our objectives

Cutting-edge, but ethical and patient-centered

Our research aims to revolutionize healthcare through AI improving patient care, streamlining processes, and enhancing medical decision-making. We hold ourselves to methods that are not only state-of-the-art, but safe, transparent, and fair.

Ethics first

Fairness, transparency, and patient safety are design constraints, not afterthoughts.

Benchmarked

Every method is measured against real-world data before it reaches a product.

Patient-centered

We optimize for outcomes and experience, not just accuracy on a leaderboard.

Collaborate on research

Working on a clinical dataset or a research partnership? We're always interested in the hard problems.

Reach out