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Deep learning multi-organ segmentation for whole mouse cryo-images including a comparison of 2D and 3D deep networks
Cryo-imaging provided 3D whole-mouse microscopic color anatomy and fluorescence images that enables biotechnology applications (e.g., stem cells and metastatic cancer). In this report, we compared three methods of organ segmentation: 2D U-Net with 2D-slices and 3D U-Net with either 3D-whole-mouse or...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9452525/ https://www.ncbi.nlm.nih.gov/pubmed/36071089 http://dx.doi.org/10.1038/s41598-022-19037-3 |