NEURAL NETWORKS

Neural networks are a powerful machine-learning technique that could be applied for Natural Language Processing of large amount of textual data.

Our in-house Neural network have been trained using NLP technology to recognize specific information in scientific publications and to highlight information by category of data for better visualization :

  • Toxicity alerts
  • Associated biologic target(s) 
  • Toxicity pathway
  • Toxicology Threshold Context.
  • More data upon request.

EXAMPLE OF USE CASE

Our NLP models have already been used during the covid-19 crisis to decipher the side effects associated with the increasing dosage of the hydroxychloroquine in clinical trial (to be published).