Login / Signup

An automatic fine-grained skeleton segmentation method for whole-body bone scintigraphy using atlas-based registration.

Jianan WeiHuawei CaiYong PiZhen ZhaoZhang Yi
Published in: International journal of computer assisted radiology and surgery (2022)
Our experiments show that the proposed method can achieve robust and fine-grained results which outperform the traditional registration method, indicating it could be helpful in clinical application. To the best of our knowledge, this is the first work that implements a fully automated fine-grained skeleton segmentation method for WBS.
Keyphrases
  • deep learning
  • molecular dynamics
  • air pollution
  • machine learning
  • convolutional neural network
  • healthcare
  • high throughput
  • body composition
  • soft tissue