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EPicker is an exemplar-based continual learning approach for knowledge accumulation in cryoEM particle picking

Deep learning is a popular method for facilitating particle picking in single-particle cryo-electron microscopy (cryo-EM), which is essential for developing automated processing pipelines. Most existing deep learning algorithms for particle picking rely on supervised learning where the features to b...

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Detalles Bibliográficos
Autores principales: Zhang, Xinyu, Zhao, Tianfang, Chen, Jiansheng, Shen, Yuan, Li, Xueming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9072698/
https://www.ncbi.nlm.nih.gov/pubmed/35513367
http://dx.doi.org/10.1038/s41467-022-29994-y