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PIFiA: Self-supervised Approach for Protein Functional Annotation from Single-Cell Imaging Data
Fluorescence microscopy data describe protein localization patterns at single-cell resolution and have the potential to reveal whole-proteome functional information with remarkable precision. Yet, extracting biologically meaningful representations from cell micrographs remains a major challenge. Exi...
Autores principales: | Razdaibiedina, Anastasia, Brechalov, Alexander, Friesen, Helena, Usaj, Mojca Mattiazzi, Masinas, Myra Paz David, Suresh, Harsha Garadi, Wang, Kyle, Boone, Charles, Ba, Jimmy, Andrews, Brenda |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10002629/ https://www.ncbi.nlm.nih.gov/pubmed/36909656 http://dx.doi.org/10.1101/2023.02.24.529975 |
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