HoloMoA: Fast holography and deep-learning-based tool for the novelty detection of mechanism of action of antimicrobial candidates
Zohreh Sedaghat, Benoit Courbon, Héloïse Botrel, Hélène Dugua, Pawel Tulinski, Laethitia Alibaud, Lucia Pagani, Derry K. Mercer, Cyril Guyard, Christophe Védrine, Sophie Dixneuf
HoloMoA uses holography and deep learning to classify and detect novel mechanisms of action of antimicrobials with 89% accuracy on known antibiotics.
bioRxiv · Jan 17, 2025 · PreprintMicrobiology