AXIS: A Lab-in-the-Loop Machine Learning approach for generalized detection of macromolecular crystals.
Aurélien Personnaz, Sihyun Sung, Raphaël Bourgeas, Sruthi Sunni, Florine Dupeux, Bukunmi Adediran, Rosicler L. Barbosa, Anne Sophie Humm, Euan Colaco Osorio, José Antonio Márquez
AXIS automates crystal detection in macromolecular crystallography using AI and Lab-In-The-Loop learning, achieving expert-level performance and enabling high-throughput applications.
bioRxiv · Nov 3, 2025 · PreprintMolecular Biology