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Deep learning kidney segmentation with very limited training data using a cascaded convolution neural network
BACKGROUND: Deep learning segmentation requires large datasets with ground truth. Image annotation is time consuming and leads to shortages of ground truth data for clinical imaging. This study is to investigate the feasibility of kidney segmentation using deep learning convolution neural network (C...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Public Library of Science
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9084530/ https://www.ncbi.nlm.nih.gov/pubmed/35533181 http://dx.doi.org/10.1371/journal.pone.0267753 |