Research

What we publish, and what we do not.

All four of our technologies have patent applications pending. That shapes what can appear here.

Study design, cohort composition, comparator method and model architecture are exactly the material an examiner cares about, and publishing them before the applications resolve is prior art against our own filings. So they are not on this website, and that is a deliberate decision rather than an oversight.

What we do share

Under agreement: validation design, performance data including failure modes by subgroup, the comparator method, and the regulatory position in your market. We share the whole package or none of it, because a summary of a validation study is not a validation study.

Working with academic and clinical groups

We collaborate on validation and on prospective study design, and we publish jointly where the filing position allows it. If you are running a programme in resistance, screening or imaging and want to test one of these systems against your own data, that conversation is usually straightforward.

Once the filings resolve

Peer-reviewed papers will be listed on this page with authors, journal, year and DOI, alongside a plain summary of what each one measured.

Research collaboration.

Validation, prospective study design, and evaluation on your own data.