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Biologics

Accelerate the discovery process for new and improved biopharmaceuticals

KEY BENEFITS

  • Predict bioactivity profiles and carry out virtual screens
  • Extract value from data generated by atomistic modelling and experiment
  • Reliably predict ADME, toxicity, and pharmacokinetic parameters
  • Develop delivery methods and formulations

RELATED TOPICS

  • Drug discovery overview
  • Small molecule drug discovery
  • Formulation design
  • Design of experiments
  • Data quality and analysis

In the race to design and develop new and improved therapeutics, maximising value from your existing data is key. That data may come from experiment, simulation, trials, or patient populations.  It is often sparse (not every possible attribute is populated) and noisy.  Alchemite™ deep learning software enables you to get value from such data, and to use it to direct your experimental program along the most productive pathways, and to gain breakthrough insights into which factors drive key properties for biopharmaceuticals.

Example projects

Predicting stem cell therapeutic efficacy

Alchemite™ has been used to optimize and personalize stem cell treatment strategies for cartilage damage. Alchemite™ enabled design of personalized treatment strategies, prediction of the therapeutic outcome, exploitation of all available research data, and a reduction in experimental costs.

DOWNLOAD WHITE PAPER
Stem cell treatment for cartilage damage schematic

Extracting more value from biochemical data

Intellegens is collaborating with Biorelate to investigate the potential of combining advanced text mining with Alchemite™ deep learning to produce up to date, comprehensive, and reliable data sets for high-value R&D work. The project is one example of how Alchemite™ can be used to enrich and understand biochemical data.

MORE ON THIS PROJECT
Alchemite Analytics analysis of data

Alchemite™ for biologics

  • Extract maximum value from small amounts of experimental data
  • Capture complex relationships between structures, activities, and other properties
  • Use accurate uncertainty estimates to prioritise therapeutic solutions most likely to succeed
  • Focus your experimental resources on the most valuable measurements
  • Optimise process parameters to improve quality and performance of formulations
  • Standardise and share data and models while ensuring rigorous security for your IP
PRODUCT INFORMATION

Company number : 10591395 | Vat number: 267525774
Address: Eagle Labs, 28 Chesterton Road, Cambridge, United Kingdom, CB4 3AZ
Copyright 2022 Intellegens Limited - All rights reserved | Privacy policy

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