Combining molecular and cell painting image data for mechanism of action prediction

The mechanism of action (MoA) of a compound describes the biological interaction through which it produces a pharmacological effect. Multiple data sources can be used for the purpose of predicting MoA, including compound structural information, and various assays, such as those based on cell morphol...

Full description

Bibliographic Details
Main Authors: Guangyan Tian, Philip J Harrison, Akshai P Sreenivasan, Jordi Carreras-Puigvert, Ola Spjuth
Format: Article
Language:English
Published: Elsevier 2023-12-01
Series:Artificial Intelligence in the Life Sciences
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2667318523000041