Article

SubCell: Proteome-aware vision foundation models for microscopy capture single-cell biology

2024-12-08

Abstract excerpt

Cell morphology and subcellular protein organization provide important insights into cellular function and behavior. These cellular features can be studied using large-scale fluorescence microscopy, and machine learning has become a powerful tool to interpret the resulting images for biological insights. Here, we introduce SubCell, a deep learning model for fluorescence microscopy designed to accurately capture ce...

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Literature Corpus work: 813c8e88-c36e-5264-910c-033a29091dd2
DOI: 10.1101/2024.12.06.627299

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