Accelerating clinical trials with AI

It's about time.

Accelerating clinical trials with AI

It's about time.

A new paradigm for faster trials providing rigorous clinical evidence with fewer subjects.

The Problem

Enrollment challenges, timeline delays, and high failure rates burden clinical trials. AI can change that.

What we do

Unlearn is the only company to create digital twins to populate Intelligent Control Arms in clinical studies.

Why it's unique

While others leverage existing data, Unlearn generates a new type of data, for any type of patient.

The Problem

Enrollment challenges, timeline delays, and high failure rates burden clinical trials. AI can change that.

What we do

Unlearn is the only company to create Digital Twins to populate Intelligent Control Arms in clinical studies.

Why it's unique

While others leverage existing data, Unlearn generates a new type of data, for any type of patient.

How it works

A Digital Twin is a longitudinal, computationally generated clinical record that describes what would have happened if a specific patient received a placebo.

Increasing trial power and confidence

Digital Twins can increase study power by decreasing variability, and even power secondary endpoints and exploratory analyses.

Accelerating trial timelines

Adding Digital Twins to a clinical trial means fewer patients who receive the placebo, and lower failure rates.

Enabling patient level insights

Digital Twins provide additional evidence to understand the treatment effect: how each patient responded to an experimental therapy in a trial.
Publications

Machine learning for comprehensive forecasting of Alzheimer's Disease progression

We have shown that generative models capable of sampling conditional probability distributions over a diverse array of clinical variables can accurately model the progression of Alzheimer’s Disease.

Resources

Research, Perspectives, and Insights

Publications

Generating Digital Twins with Multiple Sclerosis Using Probabilistic Neural Networks

Podcasts

Using AI Digital Twins for Drug Testing

Press

Unlearn.AI nabs $12M to build “Digital Twins” to speed up and improve clinical trials