RXRX
- Recursion Pharmaceuticals, Inc.
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Overview
Company Summary
Recursion Pharmaceuticals, Inc. is a company that combines artificial intelligence (AI), automation, and machine learning technology to discover and develop new drug treatments for various diseases. Their core focus is on discovering novel therapeutic candidates and advancing them towards becoming potential drug therapies.
Recursion's unique approach involves utilizing a proprietary platform that combines high-throughput biology, advanced imaging, and deep learning algorithms. They generate large-scale biological data sets, comprising millions of images and other types of biological information, which they use to train their AI algorithms.
The company explores a vast array of cellular and molecular phenomena by using their platform to systematically perturb human cells or biological models, creating a significant amount of data on cellular responses. This generates insights into the underlying biology of diseases and potential drug targets.
Recursion's platform enables the identification of promising drug candidates by identifying molecular characteristics associated with specific diseases. By applying AI and machine learning algorithms, they can analyze the massive datasets they generate to identify patterns and correlations that may have previously been overlooked.
Once potential drug candidates are identified, Recursion conducts preclinical testing to validate their effectiveness. The company collaborates with various pharmaceutical partners to develop these candidates further and bring them to clinical trials. Their aim is to transform the drug discovery and development process by leveraging AI and automation to accelerate the identification and development of effective therapies for a range of diseases.
In summary, Recursion Pharmaceuticals employs advanced AI, automation, and deep learning techniques to generate vast amounts of biological data, which they analyze to identify potential drug candidates. Their overarching goal is to revolutionize drug discovery and make significant advancements in treating various diseases.