DTI Image Registration under Probabilistic Fiber Bundles Tractography Learning

المؤلفون المشاركون

Wang, Yi
Guo, Zhe
Fan, Yangyu
Zhang, Xiuwei
Lei, Tao

المصدر

BioMed Research International

العدد

المجلد 2016، العدد 2016 (31 ديسمبر/كانون الأول 2016)، ص ص. 1-12، 12ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2016-09-27

دولة النشر

مصر

عدد الصفحات

12

التخصصات الرئيسية

الطب البشري

الملخص EN

Diffusion Tensor Imaging (DTI) image registration is an essential step for diffusion tensor image analysis.

Most of the fiber bundle based registration algorithms use deterministic fiber tracking technique to get the white matter fiber bundles, which will be affected by the noise and volume.

In order to overcome the above problem, we proposed a Diffusion Tensor Imaging image registration method under probabilistic fiber bundles tractography learning.

Probabilistic tractography technique can more reasonably trace to the structure of the nerve fibers.

The residual error estimation step in active sample selection learning is improved by modifying the residual error model using finite sample set.

The calculated deformation field is then registered on the DTI images.

The results of our proposed registration method are compared with 6 state-of-the-art DTI image registration methods under visualization and 3 quantitative evaluation standards.

The experimental results show that our proposed method has a good comprehensive performance.

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Guo, Zhe& Wang, Yi& Lei, Tao& Fan, Yangyu& Zhang, Xiuwei. 2016. DTI Image Registration under Probabilistic Fiber Bundles Tractography Learning. BioMed Research International،Vol. 2016, no. 2016, pp.1-12.
https://search.emarefa.net/detail/BIM-1097868

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Guo, Zhe…[et al.]. DTI Image Registration under Probabilistic Fiber Bundles Tractography Learning. BioMed Research International No. 2016 (2016), pp.1-12.
https://search.emarefa.net/detail/BIM-1097868

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Guo, Zhe& Wang, Yi& Lei, Tao& Fan, Yangyu& Zhang, Xiuwei. DTI Image Registration under Probabilistic Fiber Bundles Tractography Learning. BioMed Research International. 2016. Vol. 2016, no. 2016, pp.1-12.
https://search.emarefa.net/detail/BIM-1097868

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-1097868