How are we changing clinical trials?

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...
Press

How Digital Twin Technology is Disrupting Healthcare

Press

Next-gen digital health innovation in clinical trials

Podcasts

Recruit Rockstars Podcast #367: How His VC-Backed Team Made Drug Development Faster

Unlearn helps biopharma companies develop drugs more efficiently by leveraging AI to reduce the number of patients required for placebo controls in clinical trials.
The Rock Health team reflects on the evolution of digital in clinical trials, discuss the current state, and explore the opportunity to further transform drug discovery.
The use of digital twins in the healthcare industry is revolutionizing clinical processes.

The Bio Report Podcast: Using AI Created Digital Twins to Accelerate Clinical Trials

Saving Minds Podcast #27: Using Artificial Intelligence to speed Alzheimer’s studie‪s‬

The FDA needs to set standards for using artificial intelligence in drug development

Digital Twin Advances Poised to Expand Clinical Trial Reach

Podcasts

UCSF Rosenman Institute - The Health Technology Podcast #59: Digital Twins for Clinical Trials

Charles Fisher: Digital Twins for Clinical Trials
Publications

Generating Digital Twins with Multiple Sclerosis Using Probabilistic Neural Networks

Using a dataset of subjects enrolled in the placebo arms of MS clinical trials, we trained a Conditional Restricted Boltzmann Machine to generate digital subjects.
Press

Will digital clones transform how pharmas run clinical trials? This S.F. startup is counting on it.

Publications

Generating Digital Control Subjects using Machine Learning for Alzheimer's Disease Clinical Trials (CTAD 2019)

Press

Broadening Role for External Control Arms in Clinical Trials

Unlearn.AI Inc. is going a step further, using data from historical trials and patient registries to build algorithms that simulate artificial patients.
The ability to reduce the burden on control subjects with subjects in clinical trials for complex diseases like Alzheimer’s Disease would drastically improve the search..
The San Francisco-based company creates digital replicas of participants in clinical drug trials using artificial intelligence.

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