Quantification of gray/white matter in neonates and adults.

BC Lee, B Kneeland, RJ Knowles… - American Journal of …, 1983 - Am Soc Neuroradiology
Quantitation of gray/white matter is important in evaluation of cerebral blood flow, atrophy,
and development of the brain. First-order statistical analysis of neonatal computed …

Automated separation of gray and white matter from MR images of the human brain

HG Schnack, HEH Pol, WFC Baaré, WG Staal… - Neuroimage, 2001 - Elsevier
A simple automatic procedure for segmentation of gray and white matter in high resolution
1.5 T T1-weighted MR human brain images was developed and validated. The algorithm is …

MR volume segmentation of gray matter and white matter using manual thresholding: dependence on image brightness.

GJ Harris, PE Barta, LW Peng, S Lee… - American journal …, 1994 - Am Soc Neuroradiology
PURPOSE To describe a quantitative MR imaging segmentation method for determination of
the volume of cerebrospinal fluid, gray matter, and white matter in living human brain, and to …

Probabilistic brain tissue segmentation in neonatal magnetic resonance imaging

P Anbeek, KL Vincken, F Groenendaal, A Koeman… - Pediatric …, 2008 - nature.com
A fully automated method has been developed for segmentation of four different structures in
the neonatal brain: white matter (WM), central gray matter (CEGM), cortical gray matter …

[PDF][PDF] Image segmentation

J Ashburner, KJ Friston - Human brain function, 2003 - fil.ion.ucl.ac.uk
This chapter describes a method of segmenting MR images into different tissue classes,
using a modified Gaussian Mixture Model. By knowing the prior spatial probability of each …

Computer-assisted categorization of brain computerized tomography pixels into cerebrospinal fluid, white matter, and gray matter

JM DeLeo, M Schwartz, H Creasey, N Cutler… - … and biomedical research, 1985 - Elsevier
A computer-assisted method was employed to estimate the amounts of cerebrospinal fluid
(CSF), white matter, and gray matter in individual computerized tomography (CT) scans of …

A technique for single-channel MR brain tissue segmentation: application to a pediatric sample

JC Rajapakse, JN Giedd, C DeCarli, JW Snell… - Magnetic resonance …, 1996 - Elsevier
A segmentation method is presented for gray matter, white matter, and cerebrospinal fluid
(CSF) in thinsliced single-channel brain magnetic resonance (MR) scans. The method is …

Automatic segmentation of MR images of the developing newborn brain

M Prastawa, JH Gilmore, W Lin, G Gerig - Medical image analysis, 2005 - Elsevier
This paper describes an automatic tissue segmentation method for newborn brains from
magnetic resonance images (MRI). The analysis and study of newborn brain MRI is of great …

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

P Moeskops, MJNL Benders, SM Chiţǎ, KJ Kersbergen… - NeuroImage, 2015 - Elsevier
Preterm birth is often associated with impaired brain development. The state and expected
progression of preterm brain development can be evaluated using quantitative assessment …

Assessing early brain development in neonates by segmentation of high-resolution 3T MRI

G Gerig, M Prastawa, W Lin, J Gilmore - International Conference on …, 2003 - Springer
This paper describes effort towards automatic tissue segmentation in neonatal MRI.
Extremely low contrast to noise ratio (CNR), regional intensity changes due to RF coil …