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Developmental Biology - Europe PMC

Summarized by Plex Scholar
Last Updated: 18 June 2022

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Resolving complex cartilage structures in developmental biology via deep learning-based automatic segmentation of X-ray computed microtomography images.

"We recommend a CNN-based segmentation scheme optimized for the large image size that we generated with a unique manually annotated database," we wrote. With a median accuracy of 84. 4 percent, the segmentation scheme was able to segment the cartilaginous nasal capsule to an accuracy of 84. 4 percent. From approximately 8 h required for manual segmentation to just 130 s per sample, the time required for segmentation of new samples shortened dramatically. This will greatly expedite the throughput of u03bcCT analysis of cartilaginous skeletal elements in animal models of developmental disorders.

Source link: https://europepmc.org/article/MED/35610276

* Please keep in mind that all text is summarized by machine, we do not bear any responsibility, and you should always check original source before taking any actions

* Please keep in mind that all text is summarized by machine, we do not bear any responsibility, and you should always check original source before taking any actions