Data science products

Our unique healthcare access through data contracts across the UK NHS and around the world has allowed us to build up some of the largest data sets globally in diseases including Idiopathic Pulmonary Fibrosis, Progressive Pulmonary Fibrosis, Pulmonary Hypertension and Bronchiectasis.

Data science products
“Qureight is uniquely positioned to help biopharma unlock deeper insight from complex clinical and imaging data. By combining our real-world datasets with advanced deep learning, our synthetic control arms and exploratory partnerships enable sponsors to design smarter trials, understand drug effects at a biological level, and accelerate confident development decisions.”

Dr Muhunthan Thillai

CEO and Co-Founder

We use our data assets and in-house expertise to offer the following data science products:

Synthetic control arms

Qureight’s integration of quantitative imaging with real-world clinical data reduces reliance on conventional control recruitment. We enable sponsors to move beyond retrospective comparison and toward biologically grounded external controls that are statistically defensible and operationally scalable. This approach decreases patient exposure to placebo, accelerates development timelines, and mitigates late-stage decision risk by strengthening comparative context before pivotal investment decisions are made.

Exploratory partnerships

Qureight has commercial access to some of the largest real-world data sets in a range of therapeutic areas. We combine HRCT, clinical variables, demographics and multi-omics to help biopharma address specific challenges, including in early drug development, trial design and toxicity analysis. Application of our deep learning imaging models allows for a greater understanding of drug mechanism in patients by analysis of individual lung compartments to look for drug effect.

Cohort enrichment

Qureight’s AI-powered HRCT quantitative imaging tools enable sponsors to precisely identify and enrol patients with specific disease characteristics, such as fibrosis progression, providing cohort enrichment. By replacing subjective assessments with objective, data-driven insights, sponsors can focus recruitment on patients most likely to respond or progress, sharpening effect size measures and improving trial efficiency and outcomes. This targeted approach minimises delays, lowers costs, and increases the likelihood of demonstrating treatment efficacy.

Enrolled cohort reporting

Qureight’s AI-powered imaging biomarkers deliver real-time, quantitative reporting on the radiological disease severity of enrolled cohorts. These are benchmarked against external reference populations, such as placebo arms, standard-of-care datasets, or earlier-phase study participants. This enables sponsors to validate cohort quality, identify outliers, and make data-driven adjustments early in the trial, ensuring alignment with study goals. By providing actionable insights for course correction, we help sponsors mitigate risk, optimise trial design, and confidently demonstrate treatment effects.

  • Creation of synthetic control arms with a biotech partner

    Creation of synthetic control arms with a biotech partner

    Our partner Vicore Pharma ran a single drug arm open label Phase 2 study for buloxibutid in IPF. The study showed good preservation of lung function but a question remained about drug efficacy as Vicore did not use a placebo arm. Qureight created a matched synthetic control arm for the study using our real-world data assets. The study showed a statistically significant treatment effect for 100mg BID of buloxibutid at 36 weeks (p=0.0025) against our real-world assets. These data were presented at the European Respiratory Society meeting in 2025. The results are being used by Vicore Pharma to support the current Phase 2b study for which Qureight is running our AI-powered analytics product.

  •  Analysis of imaging data with a biopharma partner

    Analysis of imaging data with a biopharma partner

    Our partner Avalyn pharma ran a Phase 1b study of AP01 (inhaled pirfenidone) in IPF. Qureight collected CT scans from patients at baseline and study end. We showed that patients on the higher dose regime of 100mg AP01 showed a smaller lung volume reduction (p<0.0001) at week 36 and reduced fibrosis progression (p=0.027) at week 24 compared to the 50mg dose. These data were presented at the American Thoracic Society meeting in 2025 and Qureight is now running multiple products across multiple assets within Avalyn pharma’s portfolio.

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