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Leveraging image complexity in macro-level neural network design for medical image segmentation

Recent progress in encoder–decoder neural network architecture design has led to significant performance improvements in a wide range of medical image segmentation tasks. However, state-of-the-art networks for a given task may be too computationally demanding to run on affordable hardware, and thus...

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Detalles Bibliográficos
Autores principales: Khan, Tariq M., Naqvi, Syed S., Meijering, Erik
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9790020/
https://www.ncbi.nlm.nih.gov/pubmed/36566313
http://dx.doi.org/10.1038/s41598-022-26482-7