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Accurate single-molecule spot detection for image-based spatial transcriptomics with weakly supervised deep learning
Image-based spatial transcriptomics methods enable transcriptome-scale gene expression measurements with spatial information but require complex, manually-tuned analysis pipelines. We present Polaris, an analysis pipeline for image-based spatial transcriptomics that combines deep learning models for...
Autores principales: | Laubscher, Emily, Wang, Xuefei (Julie), Razin, Nitzan, Dougherty, Tom, Xu, Rosalind J., Ombelets, Lincoln, Pao, Edward, Graf, William, Moffitt, Jeffrey R., Yue, Yisong, Valen, David Van |
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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/PMC10508757/ https://www.ncbi.nlm.nih.gov/pubmed/37732188 http://dx.doi.org/10.1101/2023.09.03.556122 |
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