Prostate Segmentation in Ultrasound and Magnetic Resonance Images的封面
书籍主题:

Prostate Segmentation in Ultrasound and Magnetic Resonance Images

Scholars' Press (2016-05-23 )

Books loader

Omni badge 有获得代金券的资格
ISBN-13:

978-3-659-83845-3

ISBN-10:
3659838454
EAN:
9783659838453
书籍语言:
英文
作品简介:
Prostate segmentation in trans rectal ultrasound (TRUS) and magnetic resonance images (MRI) facilitates volume estimation, multi-modal image registration, surgical planing and image guided prostate biopsies. The objective of this work was to develop shape and region prior deformable models for accurate, robust and computationally efficient prostate segmentation in TRUS and MRI images. Primary contribution of this work was in adopting a probabilistic learning approach to achieve soft classification of the prostate for automatic initialization and evolution of a shape and region prior deformable models for prostate segmentation in TRUS images. Region based energy was determined from region based statistics of the posterior probabilities. Graph cut energy minimization framework was adopted for prostate segmentation in MRI. Posterior probabilities obtained in a supervised learning schema and from a probabilistic segmentation of the prostate using an atlas are fused in logarithmic domain to reduce segmentation error. Finally a graph cut energy minimization in the stochastic framework achieves prostate segmentation in MRI.
出版社 :
Scholars' Press
网址:
http://www.scholars-press.com
由(作者):
Soumya Ghose, Arnau Olivier, Fabrice Meriaudeau
页码 :
152
发表日期:
2016-05-23
现货:
备有现货
类别:
应用软件
价格:
67.90 €
关键词:
Ultrasound, Prostate segmentation, magnetic resonance images, random forest, active appearance models, manifold learning

Books loader

Adyen::diners Adyen::jcb Adyen::discover Adyen::amex Adyen::mc Adyen::visa Adyen::cup Adyen::unionpay Adyen::paypal Paypal 银行转帐

LOGIN
  0产品在购物车内
编辑购物车
Loading frontend
LOADING