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

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

Potential Vendors

Atomwise