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Lifelong nnU-Net: a framework for standardized medical continual learning

As the enthusiasm surrounding Deep Learning grows, both medical practitioners and regulatory bodies are exploring ways to safely introduce image segmentation in clinical practice. One frontier to overcome when translating promising research into the clinical open world is the shift from static to co...

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Detalles Bibliográficos
Autores principales: González, Camila, Ranem, Amin, Pinto dos Santos, Daniel, Othman, Ahmed, Mukhopadhyay, Anirban
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10256748/
https://www.ncbi.nlm.nih.gov/pubmed/37296233
http://dx.doi.org/10.1038/s41598-023-34484-2