Fully Automatic Segmentation of Hip CT Images via Random Forest Regression-Based Atlas Selection and Optimal Graph Search-Based Surface Detection

Computer Vision -- ACCV 2014 - Lecture Notes in Computer Science ◽

10.1007/978-3-319-16811-1_42 ◽

2015 ◽

pp. 640-654

Author(s):

Chengwen Chu ◽

Junjie Bai ◽

Li Liu ◽

Xiaodong Wu ◽

Guoyan Zheng

Keyword(s):

Random Forest ◽

Automatic Segmentation ◽

Ct Images ◽

Graph Search ◽

Random Forest Regression ◽

Surface Detection ◽

Fully Automatic ◽

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Fully Automatic Segmentation of the Proximal Femur Using Random Forest Regression Voting

IEEE Transactions on Medical Imaging ◽

10.1109/tmi.2013.2258030 ◽

2013 ◽

Vol 32 (8) ◽

pp. 1462-1472 ◽

Author(s):

C. Lindner ◽

S. Thiagarajah ◽

J. Wilkinson ◽

The Consortium ◽

G. Wallis ◽

...

Keyword(s):

Random Forest ◽

Proximal Femur ◽

Automatic Segmentation ◽

Random Forest Regression ◽

Fully Automatic

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Fully automatic segmentation of AP pelvis X-rays via random forest regression with efficient feature selection and hierarchical sparse shape composition

Computer Vision and Image Understanding ◽

10.1016/j.cviu.2014.04.015 ◽

2014 ◽

Vol 126 ◽

pp. 1-10 ◽

Author(s):

Cheng Chen ◽

Guoyan Zheng

Keyword(s):

Feature Selection ◽

Random Forest ◽

Automatic Segmentation ◽

X Rays ◽

Random Forest Regression ◽

Fully Automatic

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Fully Automatic Segmentation of AP Pelvis X-rays via Random Forest Regression and Hierarchical Sparse Shape Composition

Computer Analysis of Images and Patterns - Lecture Notes in Computer Science ◽

10.1007/978-3-642-40261-6_40 ◽

2013 ◽

pp. 335-343 ◽

Author(s):

Cheng Chen ◽

Guoyan Zheng

Keyword(s):

Random Forest ◽

Automatic Segmentation ◽

X Rays ◽

Random Forest Regression ◽

Fully Automatic

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Fully Automatic Localisation of Vertebrae in CT Images Using Random Forest Regression Voting

Lecture Notes in Computer Science - Computational Methods and Clinical Applications for Spine Imaging ◽

10.1007/978-3-319-55050-3_5 ◽

2016 ◽

pp. 51-63 ◽

Author(s):

Paul A. Bromiley ◽

Eleni P. Kariki ◽

Judith E. Adams ◽

Timothy F. Cootes

Keyword(s):

Random Forest ◽

Ct Images ◽

Random Forest Regression ◽

Fully Automatic

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Fully automatic segmentation of hip CT images via landmark detection-based atlas selection and optimal surface detection

Biomedical Image Segmentation ◽

10.4324/9781315372273-23 ◽

2016 ◽

pp. 497-511

Keyword(s):

Automatic Segmentation ◽

Ct Images ◽

Landmark Detection ◽

Surface Detection ◽

Optimal Surface ◽

Fully Automatic

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Fully automatic segmentation of paraspinal muscles from 3D torso CT images via multi-scale iterative random forest classifications

International Journal of Computer Assisted Radiology and Surgery ◽

10.1007/s11548-018-1852-1 ◽

2018 ◽

Vol 13 (11) ◽

pp. 1697-1706 ◽

Author(s):

Naoki Kamiya ◽

Jing Li ◽

Masanori Kume ◽

Hiroshi Fujita ◽

Dinggang Shen ◽

...

Keyword(s):

Random Forest ◽

Automatic Segmentation ◽

Ct Images ◽

Paraspinal Muscles ◽

Multi Scale ◽

Fully Automatic

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SU-E-J-50: Fully Automatic Segmentation of Brain Tumor in CT Images

Medical Physics ◽

10.1118/1.3611818 ◽

2011 ◽

Vol 38 (6Part8) ◽

pp. 3453-3453

Author(s):

M Gao ◽

D Wei ◽

S Chen

Keyword(s):

Brain Tumor ◽

Automatic Segmentation ◽

Ct Images ◽

Fully Automatic

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Fully automatic segmentation of the Femur from 3D-CT images using primitive shape recognition and statistical shape models

International Journal of Computer Assisted Radiology and Surgery ◽

10.1007/s11548-013-0950-3 ◽

2013 ◽

Vol 9 (2) ◽

pp. 189-196 ◽

Author(s):

Lassad Ben Younes ◽

Yoshikazu Nakajima ◽

Toki Saito

Keyword(s):

Shape Recognition ◽

Automatic Segmentation ◽

Ct Images ◽

3D Ct ◽

Statistical Shape Models ◽

Shape Models ◽

Statistical Shape ◽

Primitive Shape ◽

Fully Automatic

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Optimal Graph Search Segmentation Using Arc-Weighted Graph for Simultaneous Surface Detection of Bladder and Prostate

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2009 - Lecture Notes in Computer Science ◽

10.1007/978-3-642-04271-3_100 ◽

2009 ◽

pp. 827-835 ◽

Author(s):

Qi Song ◽

Xiaodong Wu ◽

Yunlong Liu ◽

Mark Smith ◽

John Buatti ◽

...

Keyword(s):

Weighted Graph ◽

Graph Search ◽

Surface Detection ◽

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2100 POSTER Fully Automatic Segmentation of Brain Tumour in CT Images

European Journal of Cancer ◽

10.1016/s0959-8049(11)71029-2 ◽

2011 ◽

Vol 47 ◽

pp. S209 ◽

Author(s):

M. Gao ◽

S. Chen

Keyword(s):

Brain Tumour ◽

Automatic Segmentation ◽

Ct Images ◽

Fully Automatic

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