AI Research

AI Research

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As a product-driven AI company, we innovate, train, and deploy generative models that create digital twins of individual patients. Today, digital twins solve key pain points across clinical development. As we continuously improve our AI, we aim to transform clinical development by making every trial smarter.

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Defining Digital Twins in Drug Discovery and Development

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Assessment of AI-generated digital twin methodology on reduction of treatment effect variance and potential clinical trial sample size saving using a Phase 2 trial dataset from patients with Alzheimer’s disease
Publisher
The Journal of the Alzheimer's Association
Date
January 9, 2025
Digital Twin Generators for Disease Modeling
Publisher
arXiv
Date
May 2, 2024
Defining digital twins in drug discovery and development
Publisher
Unlearn
Date
March 20, 2024
Neural Boltzmann Machines
Publisher
arXiv
Date
May 15, 2023
Modeling Disease Progression in Mild Cognitive Impairment and Alzheimer's Disease with Digital Twins
Publisher
arXiv
Date
December 24, 2020
Generating Digital Twins with Multiple Sclerosis Using Probabilistic Neural Networks
Publisher
arXiv
Date
February 4, 2020
Machine learning for comprehensive forecasting of Alzheimer’s Disease progression
Publisher
Nature
Date
September 20, 2019
A high-bias, low-variance introduction to Machine Learning for physicists
Publisher
arXiv
Date
May 27, 2019

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Defining digital twins in drug discovery and development

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