Scellseg: A style-aware deep learning tool for adaptive cell instance segmentation by contrastive fine-tuning

Deep learning-based cell segmentation is increasingly utilized in cell biology due to the massive accumulation of large-scale datasets and excellent progress in model architecture and instance representation. However, the development of specialist algorithms has long been hampered by a paucity of an...

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Detalles Bibliográficos
Autores principales: Xun, Dejin, Chen, Deheng, Zhou, Yitian, Lauschke, Volker M., Wang, Rui, Wang, Yi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9678729/
https://www.ncbi.nlm.nih.gov/pubmed/36425762
http://dx.doi.org/10.1016/j.isci.2022.105506

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9678729/
https://www.ncbi.nlm.nih.gov/pubmed/36425762
http://dx.doi.org/10.1016/j.isci.2022.105506

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