A guide for active learning in synergistic drug discovery

Abstract Synergistic drug combination screening is a promising strategy in drug discovery, but it involves navigating a costly and complex search space. While AI, particularly deep learning, has advanced synergy predictions, its effectiveness is limited by the low occurrence of synergistic drug pair...

Full description

Saved in:
Bibliographic Details
Main Authors: Shuhui Wang, Alexandre Allauzen, Philippe Nghe, Vaitea Opuu
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-85600-3
Tags: Add Tag
No Tags, Be the first to tag this record!