A Unified Level Set Framework Combining Hybrid Algorithms for Liver and Liver Tumor Segmentation in CT Images

A Unified Level Set Framework Combining Hybrid Algorithms for Liver and Liver Tumor Segmentation in CT Images

Accurate and reliable segmentation of liver tissue and liver tumor is essential for the follow-up of hepatic diagnosis. In this paper, we present a method for liver segmentation and a method for liver tumor segmentation. The two methods are grounded on a novel unified level set method (LSM), which i...

Full description

Bibliographic Details
Main Authors:	Zhou Zheng, Xuechang Zhang, Huafei Xu, Wang Liang, Siming Zheng, Yueding Shi
Format:	Article
Language:	English
Published:	Hindawi Limited 2018-01-01
Series:	BioMed Research International
Online Access:	http://dx.doi.org/10.1155/2018/3815346

Similar Items

Segmentation of liver tumors on CT images
by: Pescia, Daniel
Published: (2011)

AHCNet: An Application of Attention Mechanism and Hybrid Connection for Liver Tumor Segmentation in CT Volumes
by: Huiyan Jiang, et al.
Published: (2019-01-01)

Liver Tumor Segmentation in CT Scans Using Modified SegNet
by: Sultan Almotairi, et al.
Published: (2020-03-01)

Effects of Multiple Filters on Liver Tumor Segmentation From CT Images
by: Vi Thi-Tuong Vo, et al.
Published: (2021-10-01)

Deep Learning Initialized and Gradient Enhanced Level-Set Based Segmentation for Liver Tumor From CT Images
by: Yue Zhang, et al.
Published: (2020-01-01)

Automatic segmentation of the liver based on improved Level set method in CT images
by: Yi-Tien Zhan, et al.
Published: (2014)

Patient-specific probabilistic atlas combining modified distance regularized level set for automatic liver segmentation in CT
by: Jinke Wang, et al.
Published: (2019-10-01)

Liver tumor segmentation in CT volumes using an adversarial densely connected network
by: Lei Chen, et al.
Published: (2019-12-01)

Liver Tumor Segmentation Using Level Sets and Region Growing
by: Thomasson, Viola
Published: (2011)

Non-Rigid Registration of Liver CT Images for CT-Guided Ablation of Liver Tumors.
by: Ha Manh Luu, et al.
Published: (2016-01-01)

A Multiple Layer U-Net, U<sup>n</sup>-Net, for Liver and Liver Tumor Segmentation in CT
by: Song-Toan Tran, et al.
Published: (2021-01-01)

CT liver image segmentation and liver volume estimation for the risk assessment before surgery on liver donors
by: Yi-Chen Chiu, et al.
Published: (2017)

Multi-Stage Liver Segmentation in CT Scans Using Gaussian Pseudo Variance Level Set
by: Lifang Zhou, et al.
Published: (2021-01-01)

Model-based liver segmentation with CT-scan images
by: Kuo, Da-Wei, et al.
Published: (2014)

Adaptive Mesh Expansion Model (AMEM) for liver segmentation from CT image.
by: Xuehu Wang, et al.
Published: (2015-01-01)

Automatic Liver Tumor Segmentation on CT Scans and Its Application to Texture-based Prognostic Analysis
by: Lee, Shang-Hung, et al.
Published: (2017)

CT Image Segmentation Method of Liver Tumor Based on Artificial Intelligence Enabled Medical Imaging
by: Liping Liu, et al.
Published: (2021-01-01)

AUTOMATIC LIVER SEGMENTATION FROM CT SCANS USING INTENSITY ANALYSIS AND LEVEL-SET ACTIVE CONTOURS
by: OMAR IBRAHIM ALIRR, et al.
Published: (2018-11-01)

Automatic Identification of The Four Segments in a CT Liver Image
by: Tern-E Huang, et al.
Published: (1995)

A Hybrid 3D Learning-and-Interaction-based Segmentation Approach Applied on CT Liver Volumes
by: M. Danciu, et al.
Published: (2013-04-01)

A Multiatlas Segmentation Using Graph Cuts with Applications to Liver Segmentation in CT Scans
by: Carlos Platero, et al.
Published: (2014-01-01)

CT perfusion image processing: analysis of liver tumors
by: D’Antò, Michela <1984>
Published: (2013)

Computer-Aided Diagnosis of Liver Tumor in CT Image
by: Ming-Yang Yang, et al.
Published: (2015)

Liver Semantic Segmentation Algorithm Based on Improved Deep Adversarial Networks in Combination of Weighted Loss Function on Abdominal CT Images
by: Kaijian Xia, et al.
Published: (2019-01-01)

Fully Automatic Segmentation and Three-Dimensional Reconstruction of the Liver in CT Images
by: ZhenZhou Wang, et al.
Published: (2018-01-01)

Advanced Deep Learning Approach to Automatically Segment Malignant Tumors and Ablation Zone in the Liver With Contrast-Enhanced CT
by: Kan He, et al.
Published: (2021-07-01)

3D Liver Tumor Segmentation in CT Images Using Improved Fuzzy C-Means and Graph Cuts
by: Weiwei Wu, et al.
Published: (2017-01-01)

Liver Segmentation Based on Snakes Model and Improved GrowCut Algorithm in Abdominal CT Image
by: Huiyan Jiang, et al.
Published: (2013-01-01)

RA-UNet: A Hybrid Deep Attention-Aware Network to Extract Liver and Tumor in CT Scans
by: Qiangguo Jin, et al.
Published: (2020-12-01)

CT Imaging Findings after Stereotactic Radiotherapy for Liver Tumors
by: Olga R. Brook, et al.
Published: (2015-01-01)

Automatic Liver Segmentation from CT Images Using Deformable Shape Indexing
by: Hsieh, Chun-Yao, et al.
Published: (2017)

Segmentation of liver, its vessels and lesions from CT images for surgical planning
by: Correia Mauro M, et al.
Published: (2011-04-01)

Fully automatic liver segmentation combining multi-dimensional graph cut with shape information in 3D CT images
by: Xuesong Lu, et al.
Published: (2018-07-01)

Liver segmentation from CT images using a sparse priori statistical shape model (SP-SSM).
by: Xuehu Wang, et al.
Published: (2017-01-01)

A Novel 3-D Segmentation Algorithm for Anatomic Liver and Tumor Volume Calculations for Liver Cancer Treatment Planning
by: Goryawala, Mohammed
Published: (2012)

Liver CT image analysis using TVSeg algorithm and DWPT-based rough set classifier
by: Hsun-Ting Kuo, et al.
Published: (2012)

Registration-Based Organ Positioning and Joint Segmentation Method for Liver and Tumor Segmentation
by: Huiyan Jiang, et al.
Published: (2018-01-01)

A Unified Framework for Brain Segmentation in MR Images
by: S. Yazdani, et al.
Published: (2015-01-01)

Automatic Liver Segmentation on Volumetric CT Images Using Supervoxel-Based Graph Cuts
by: Weiwei Wu, et al.
Published: (2016-01-01)

Data Balancing Based on Pre-Training Strategy for Liver Segmentation from CT Scans
by: Yong Zhang, et al.
Published: (2019-05-01)