AI Use Case
Identify and validate a molecule to target with a drug compound for agricultural use
During the initial phase of drug research and development, the target for a new drug treatment must first be chosen. The target molecule will be what the drug compound interacts with to get the intended outcome, often the treatment of a disease. Researchers use deep neural networks to predict molecular level interactions to treat a condition or improve particular functionality
Function
R And D
Core Research And Development
Benefits
Revenue - New product,Risk reduction - Predictive diagnosis
Case Studies
University of the Philippines~University of the Philippines researchers are exploring making pesticides safer for consumption by analysing molecular chemistry using deep learning,Monsanto~Monsanto plans to speed up crop protection product development using Atomwise's convolutional neural network technology for molecule interaction discovery
Potential Vendors
Atomwise
Industry
Basic Materials
Agriculture
Data Sets
Structured / Semi-structured
AI Technologies
ML Task - Prediction - Binary Classification,ML Task - Prediction - Multi-class Classification,ML Task - Prediction - Regression,Model Architecture - Deep Neural Networks