Deep learning-enabled multi-organ segmentation in whole-body mouse scans
Organ segmentation of whole-body mouse images is essential for quantitative analysis, but is tedious and error-prone. Here the authors develop a deep learning pipeline to segment major organs and the skeleton in volumetric whole-body scans in less than a second, and present probability maps and unce...
| Main Authors: | , , , , , , , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Nature Publishing Group
2020-11-01
|
| Series: | Nature Communications |
| Online Access: | https://doi.org/10.1038/s41467-020-19449-7 |