SubCell: Proteome-aware vision foundation models for microscopy capture single-cell biology
Ankit Gupta, Zoe Wefers, Konstantin Kahnert, Jan N. Hansen, Mohini K Misra, William D. Leineweber, Anthony J. Cesnik, Dan Lü, Ulrika Axelsson, Frederic Ballllosera Navarro, Russ Biagio Altman, Theofanis Karaletsos, Emma K. Lundberg
SubCell is a deep learning model for fluorescence microscopy that captures cellular morphology and protein organization, outperforming existing methods and enabling a multimodal approach to gene function.
bioRxiv · Dec 6, 2024 · PreprintCell Biology