A morphometric analysis of the osteocyte canaliculus using applied automatic semantic segmentation by machine learning.

Kaori TabataMana HashimotoHaruka TakahashiZiyi WangNoriyuki NagaokaToru HaraHiroshi Kamioka

Published in: Journal of bone and mineral metabolism (2022)

We used machine learning for the semantic segmentation of osteocyte processes and canalicular wall for the first time, and performed a morphological analysis using three-dimensionally reconstructed images.

Keyphrases

deep learning
machine learning
convolutional neural network
artificial intelligence
big data
neural network