Unlearn.ai
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About
Unlearn.ai revolutionizes clinical trials through the use of AI-powered Digital Twins, which allow for increased efficiency in recruitment and decision-making processes. By creating digital twins of participants based on historical patient data, Unlearn.ai enhances the power of clinical trials while reducing costs and timelines significantly. The company aims to address major bottlenecks in the clinical development process, including long trial durations and high costs, thereby improving outcomes and accelerating the availability of new treatments. Unlearn.ai focuses on diseases such as Alzheimer's, ALS, asthma, and more, offering solutions through innovative methodologies like TwinRCTs and advanced AI models.
Platform
Task
Features
• supports regulatory compliance
• improves treatment effect observation
• reduces time to enrollment
• twinsrcts methodology
• ai-powered digital twins for participants
FAQs
What is Unlearn's approach to customer collaboration?
Unlearn collaborates with clinical trial sponsors to enhance randomized controlled trials using participants’ digital twins generated by AI.
What is the regulatory response from the EMA and FDA to Unlearn’s use of AI in clinical trials?
Unlearn has had positive regulatory interactions, particularly regarding their PROCOVA methodology for TwinRCTs, qualified by EMA and acknowledged by FDA.
What measures are taken to ensure the quality and integrity of data used in digital twins?
Quality control is paramount, focusing on managing outliers, duplicates, and missing data for robust digital twin generation.
How are digital twins tailored for specific trial requirements?
Unlearn can customize DTGs when standard datasets do not align with target groups, using methods like synthetic data and transfer learning.
What are the advantages of using digital twins over traditional covariate adjustment methods?
Digital twins provide precise predictions of patient-specific outcomes, significantly enhancing the statistical power of clinical trials.
Job Opportunities
AI for optimizing clinical trials with digital twins.
Benefits:
AI for optimizing clinical trials with digital twins.
Benefits:
AI for optimizing clinical trials with digital twins.
Benefits:
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