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).