SudoTrials
About SudoTrials
Less than 100 medical AI products have been tested in a randomized controlled clinical trial to date.1
SudoTrials are a new type of trial. Traditional clinical trials are designed to test high-risk pharmaceuticals and devices. They provide gold standard evidence but the process is time-consuming and expensive. There are many other types of evidence that can precede or replace a clinical trial and demonstrate your product’s benefits.
Whether its users, investors, or the entire research community you want to impress, SudoTrials can help. We help you turn your data into easily understandable results to share in your pitch deck or on your website.
How it works
Design a trial and then collect the data or upload existing data. We help you choose a valid design, gather or map the data, run the correct analysis, and produce a validated, reproducible result you can share.
SudoTrials uses the data you have already collected to run a “trial” or analysis and generate novel results. Our AI-powered trial design tool guides you to build the best experiment based on your data and your goal. We will run the analysis with your input and generate a report that you can use to develop content driven by scientific evidence.
What sets us apart
Beyond A/B testing Hypothesis testing, linear or logistic regression, Bayesian statistics, survival analysis, qualitative coding, structural equation modeling, and more. SudoTrials adapts to your data and recommends the best study design, not the other way around.
Easy to understand findings Once your analysis is done, we provide a template with details of the methodology and your results in a visual, interpretable format that is geared by default toward people who aren’t statisticians or scientists. This report can be easily adapted into a white paper for your website or content for blogs and social media posts. SudoTrials finds real truths in your data and helps you communicate those results accurately and confidently.
Privacy by default SudoTrials never stores or analyzes personal information or personal health information. All data uploaded to the SudoTrials platform is automatically stripped of all identifying information before it’s analyzed. Retrospective analyses using deidentified data are safer for users and companies and as such they don’t require a full ethics review. Analyze the data you already have without having to worry about unnecessary risk.
What can you create with SudoTrials
The sky is the limit.
SudoTrials is designed to handle statistical analyses as well as machine learning and modelling studies, natural language processing, behavioral research, and qualitative research among other experimental designs.
Here are a few ideas:
- Statistical and quantitative analysis: Prove your product is statistically better than the alternative using a few key tests; discover new correlations in your data and explore the implications; show your services drive meaningful results over time with longitudinal analysis.
- AI & machine learning: Turn data on different outcomes into a predictive model; compare different types of models to show yours performs the best; demonstrate how your model minimizes bias to give a fair result.
- Finance and economics: Calculate the cost-effectiveness of your product in a particular market; use return on investment analysis to put a price on your services.
Contact
For access or questions, get in touch with us at contact@sudotrials.com.
1. Han R, Acosta JN, Shakeri Z, Ioannidis JPA, Topol EJ, Rajpurkar P. Randomised controlled trials evaluating artificial intelligence in clinical practice: a scoping review. Lancet Digital Health. 2024.