Machine learning for automatic segmentation of neonatal and fetal MR brain images

Automatic segmentation of MR brain images of preterm infants using supervised classification

NeuroImage ◽

10.1016/j.neuroimage.2015.06.007 ◽

2015 ◽

Vol 118 ◽

pp. 628-641 ◽

Cited By ~ 40

Author(s):

Pim Moeskops ◽

Manon J.N.L. Benders ◽

Sabina M. Chiţǎ ◽

Karina J. Kersbergen ◽

Floris Groenendaal ◽

...

Keyword(s):

Preterm Infants ◽

Supervised Classification ◽

Automatic Segmentation ◽

Brain Images ◽

Mr Brain Images ◽

Mr Brain

Registration-Based Approach for Reconstruction of High-Resolution In Utero Fetal MR Brain Images

Academic Radiology ◽

10.1016/j.acra.2006.05.003 ◽

2006 ◽

Vol 13 (9) ◽

pp. 1072-1081 ◽

Cited By ~ 140

Author(s):

Francois Rousseau ◽

Orit A. Glenn ◽

Bistra Iordanova ◽

Claudia Rodriguez-Carranza ◽

Daniel B. Vigneron ◽

...

Keyword(s):

High Resolution ◽

In Utero ◽

Brain Images ◽

Mr Brain Images ◽

Mr Brain ◽

Fetal Mr

COMPUTER TECHNIQUES FOR THE AUTOMATIC SEGMENTATION OF 3D MR BRAIN IMAGES

Medical Imaging Systems Technology ◽

10.1142/9789812701046_0010 ◽

2005 ◽

pp. 307-357 ◽

Cited By ~ 1

Author(s):

ALAN WEE-CHUNG LIEW ◽

HONG YAN

Keyword(s):

Automatic Segmentation ◽

Brain Images ◽

Mr Brain Images ◽

Mr Brain

Automatic segmentation of MR brain images

10.1117/12.175107 ◽

1994 ◽

Cited By ~ 1

Author(s):

Nigel John ◽

Xiaohong Li ◽

Akmal Younis ◽

Mansur R. Kabuka

Keyword(s):

Automatic Segmentation ◽

Brain Images ◽

Mr Brain Images ◽

Mr Brain

A joint intensity and edge magnitude-based multilevel thresholding algorithm for the automatic segmentation of pathological MR brain images

Neural Computing and Applications ◽

10.1007/s00521-016-2751-4 ◽

2016 ◽

Vol 30 (4) ◽

pp. 1317-1340 ◽

Cited By ~ 2

Author(s):

Taranjit Kaur ◽

Barjinder Singh Saini ◽

Savita Gupta

Keyword(s):

Automatic Segmentation ◽

Multilevel Thresholding ◽

Brain Images ◽

Mr Brain Images ◽

Thresholding Algorithm ◽

Mr Brain

Nonsubsampled Contourlet Transform based expectation maximization method with adaptive mean shift for automatic segmentation of MR brain images

2014 International Conference on Electronics and Communication Systems (ICECS) ◽

10.1109/ecs.2014.6892597 ◽

2014 ◽

Cited By ~ 1

Author(s):

R. Meena Prakash ◽

R. Shantha Selva Kumari

Keyword(s):

Expectation Maximization ◽

Automatic Segmentation ◽

Mean Shift ◽

Contourlet Transform ◽

Nonsubsampled Contourlet Transform ◽

Brain Images ◽

Mr Brain Images ◽

Mr Brain

Automatic Segmentation of Non-tumor Tissues in Glioma MR Brain Images Using Deformable Registration with Partial Convolutional Networks

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - Lecture Notes in Computer Science ◽

10.1007/978-3-030-72084-1_4 ◽

2021 ◽

pp. 41-50

Author(s):

Zhongqiang Liu ◽

Dongdong Gu ◽

Yu Zhang ◽

Xiaohuan Cao ◽

Zhong Xue

Keyword(s):

Automatic Segmentation ◽

Deformable Registration ◽

Brain Images ◽

Convolutional Networks ◽

Tumor Tissues ◽

Mr Brain Images ◽

Mr Brain

Automatic segmentation of MR brain images in multiple sclerosis patients

10.1117/12.237904 ◽

1996 ◽

Author(s):

Ramesh T. V. Avula ◽

Bradley J. Erickson

Keyword(s):

Multiple Sclerosis ◽

Automatic Segmentation ◽

Brain Images ◽

Mr Brain Images ◽

Multiple Sclerosis Patients ◽

Mr Brain

A Fast and Automatic Segmentation Method of MR Brain Images Based on Genetic Fuzzy Clustering Algorithm

2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/iembs.2007.4353623 ◽

2007 ◽

Cited By ~ 4

Author(s):

Shengdong Nie ◽

Yingli Zhang ◽

Wen Li ◽

Zhaoxue Chen

Keyword(s):

Fuzzy Clustering ◽

Clustering Algorithm ◽

Automatic Segmentation ◽

Segmentation Method ◽

Brain Images ◽

Fuzzy Clustering Algorithm ◽

Mr Brain Images ◽

Mr Brain

Constrained Gaussian mixture model framework for automatic segmentation of MR brain images

IEEE Transactions on Medical Imaging ◽

10.1109/tmi.2006.880668 ◽

2006 ◽

Vol 25 (9) ◽

pp. 1233-1245 ◽

Cited By ~ 167

Author(s):

H. Greenspan ◽

A. Ruf ◽

J. Goldberger

Keyword(s):

Gaussian Mixture Model ◽

Mixture Model ◽

Automatic Segmentation ◽

Gaussian Mixture ◽

Model Framework ◽

Brain Images ◽

Mr Brain Images ◽

Mr Brain