Science & evidence
Grounded in physics. Validated in the clinic.
Incubated at Oxford, tested at Cambridge, developed at King's College London. Algocyte's approach is validated across two independent population datasets, with results published in a peer-reviewed paper.
At a glance
Publications & validation
Our research and validation.
Peer-reviewed work and methodology behind the Algocyte interpretation pipeline.
Peer-reviewed · 2026
Validation across two independent populations
The underlying approach has been validated across NHANES and UK Biobank, with consistent results when one is tested against the other.
Read the paper
Methodology
Physics-informed neural networks for IVDs
How the architecture in Algocyte's interpretation pipeline constrains learning with the physics of the sensor and the biology of the analyte.
See the stack
In development
Decentralised immune monitoring
Use of home immune panels to track inflammatory dynamics longitudinally. Programmes are in development; results will be published as they mature.
Learn moreValidation approach
Three layers of evidence.
Analytical
Analytical validation
Per-analyte performance vs. reference lab methods on prospectively-collected paired samples.
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Clinical
Clinical validation
Indication-specific pilots measuring earlier identification, admissions and adherence.
Learn moreReal-world
Real-world evidence
Population-scale comparator analytics from anonymised datasets support ongoing evidence generation.
Learn moreBuilt for purpose.
Hospital at home
Decentralized care pathways with clinically meaningful monitoring at home.
Learn moreOncology
Regular CBC monitoring at home, supporting earlier detection and treatment continuity.
Learn moreClozapine
Psychiatry monitoring without the trip to the clinic.
Learn moreFuture
Preventive, longevity and family health horizons.
Learn moreBuilt for everyone
in the room.
For you & your family
Personal health intelligence, in one place you control.
Learn moreProviders
NHS oncology programs and dashboards with EHR integration in development.
Learn morePayors
Outcome data for value-based contracts and lower acute spend.
Learn morePharma
Sponsor-supported oncology and decentralized trials.
Learn morePsychiatry
Clozapine monitoring in the community.
Learn moreBring regular immune monitoring to your patients.
Book a 20-minute briefing with our clinical team to see Algocyte in action.