Software & App
Solutions
Estima has developed web-based apps for SLRs, NMAs and single arm MAICs...
Our Apps
NMA App: EST
& MAIC/STC App
Estima has developed a web-based app (EST) for connected networks and a desktop app for population adjusted analyses, disconnected networks and single arm trials, which are being used by Top 10 Pharma companies both for early HTA planning and directly in HTA submissions.
A combination of our technology products and consulting services helps pharmaceutical companies and biotechs use network meta-analysis (NMA), matching-adjusted indirect comparisons (MAIC), and simulated treatment comparisons (STC) more effectively through technology to guide early decision making and clinical development:
— to conduct early feasibility analysis and NMAs.
— to put the results into early economic models to determine economically justifiable prices (EJPs) and/or the probability of being cost effective at HTA.
SLR App: Harvest
Estima has developed a web-based app to conduct automated end-to-end SLRs using Gen AI:
— Searching PubMed.
— Screening title, abstracts and full-text screening at unprecedented speed, processing up to 10,000 abstracts in just 10 minutes.
— Full tracking of results included and excluded at each stage with reason for exclusion.
— Fully interactive to allow human intervention to review and override AI decisions.
— Production of report results PRISMA.
In our recent study, we found that screening sensitivity and specificity of title and abstract screening by GPT-4 was 95.9% and 86.7% respectively; and 97.1% and 66.1% respectively after full text review.
We are currently working towards implementing further automated solutions for SLRs, NMAs and economic modelling.
Our Solutions
Early Feasibility Analysis and NMAs
Estima utilises technology to ensure systematic literature reviews, network meta-analysis (NMA), matching adjusted indirect comparison (MAIC) and simulated treatment comparison (STC) strategies are produced more effectively and efficiently to inform economic models, evaluate cost-effectiveness and to guide early decision-making and clinical development.
Threshold Analysis
Harnessing this technology to quickly inform early strategy and decision-making by conducting a rapid feasibility assessment and early NMA to determine the thresholds for clinical outcomes at which a potential product would become more effective than key competitor products.
We use AI to accelerate access to optimal treatments
The ability to utilise large language models effectively has the potential to revolutionise various sectors and industries, including HEOR.
Don’t just take our word for it...
Let’s talk
Get in touch with our team below and discover how Estima can help you: