Prostate segmentation in MR images using discriminant boundary features
Segmentation of the prostate in magnetic resonance image has become more in need for its
assistance to diagnosis and surgical planning of prostate carcinoma. Due to the natural …
assistance to diagnosis and surgical planning of prostate carcinoma. Due to the natural …
Automatic prostate MR image segmentation with sparse label propagation and domain-specific manifold regularization
Automatic prostate segmentation in MR images plays an important role in prostate cancer
diagnosis. However, there are two main challenges:(1) Large inter-subject prostate shape …
diagnosis. However, there are two main challenges:(1) Large inter-subject prostate shape …
Representation learning: a unified deep learning framework for automatic prostate MR segmentation
Image representation plays an important role in medical image analysis. The key to the
success of different medical image analysis algorithms is heavily dependent on how we …
success of different medical image analysis algorithms is heavily dependent on how we …
Prostate segmentation based on variant scale patch and local independent projection
Y Wu, G Liu, M Huang, J Guo, J Jiang… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
Accurate segmentation of the prostate in computed tomography (CT) images is important in
image-guided radiotherapy; however, difficulties remain associated with this task. In this …
image-guided radiotherapy; however, difficulties remain associated with this task. In this …
Fully automatic prostate segmentation in MR images using a new hybrid active contour-based approach
Precise prostate segmentation in magnetic resonance (MR) images is mostly utilized for
prostate volume estimation, which can help in the determination of prostate-specific antigen …
prostate volume estimation, which can help in the determination of prostate-specific antigen …
Recent automatic segmentation algorithms of MRI prostate regions: a review
World-wide incidence rate of prostate cancer has progressively increased with time
especially with the increased proportion of elderly population. Early detection of prostate …
especially with the increased proportion of elderly population. Early detection of prostate …
CDA-net for automatic prostate segmentation in MR images
Z Lu, M Zhao, Y Pang - Applied sciences, 2020 - mdpi.com
Automatic and accurate prostate segmentation is an essential prerequisite for assisting
diagnosis and treatment, such as guiding biopsy procedures and radiation therapy …
diagnosis and treatment, such as guiding biopsy procedures and radiation therapy …
Deformable MR prostate segmentation via deep feature learning and sparse patch matching
Automatic and reliable segmentation of the prostate is an important but difficult task for
various clinical applications such as prostate cancer radiotherapy. The main challenges for …
various clinical applications such as prostate cancer radiotherapy. The main challenges for …
Automatic prostate segmentation in MR images with a probabilistic active shape model
M Kirschner, F Jung, S Wesarg - 2012 - publica.fraunhofer.de
Segmentation of the prostate gland in Magnetic Resonance (MR) images is an important
task for image-guided prostate cancer therapy. The low contrast of the prostate to …
task for image-guided prostate cancer therapy. The low contrast of the prostate to …
Hierarchical prostate MRI segmentation via level set clustering with shape prior
X Yang, S Zhan, D Xie, H Zhao, T Kurihara - Neurocomputing, 2017 - Elsevier
Efficient and accurate segmentation of prostate is of great interest in image-guided prostate
interventions and diagnosis of prostate cancer. In this paper, a novel hierarchical level set …
interventions and diagnosis of prostate cancer. In this paper, a novel hierarchical level set …