Estimation of CSF, white and gray matter volumes in hydrocephalic children using fuzzy clustering of Mr Images

Computerized Medical Imaging and Graphics

Volumn 18, Issue 1, 1994, Pages 25-34

  Brandt, Michael E ^a   Bohant, Timothy P ^a   Kramer, Larry A ^a   Fletcher, Jack M ^a  

^a UNIVERSITY OF TEXAS MEDICAL SCHOOL   (United States)

Author keywords

Brain; Cerebrospinal fluid; Fuzzy clustering; Gray matter; Hydrocephalus; MRI; Tissue volume; White matter

Indexed keywords

ALGORITHMS; BRAIN; DISEASES; ESTIMATION; FUZZY SETS; MEDICAL IMAGING; TESTING; TEXTURES; TISSUE;

CEREBROSPINAL FLUID; FUZZY CLUSTERING; GRAY MATTER; HYDROCEPHALIC BRAIN; HYDROCEPHALUS; NEUROPATHOLOGICAL DISEASE; STANDARD MORPHOMETRIC MEASUREMENT; TISSUE VOLUME; WHITE MATTER;

MAGNETIC RESONANCE IMAGING;

ALGORITHM; ARTICLE; CEREBROSPINAL FLUID; GRAY MATTER; HYDROCEPHALUS; MATHEMATICAL ANALYSIS; MORPHOMETRICS; NUCLEAR MAGNETIC RESONANCE IMAGING; PHANTOM; PRIORITY JOURNAL; WHITE MATTER;

ALGORITHMS; BRAIN; CEREBRAL VENTRICLES; CHILD; COMPARATIVE STUDY; FUZZY LOGIC; HUMAN; HYDROCEPHALUS; IMAGE ENHANCEMENT; MAGNETIC RESONANCE IMAGING; MATHEMATICS; MODELS, STRUCTURAL; REPRODUCIBILITY OF RESULTS; SUPPORT, U.S. GOV'T, P.H.S.;

EID: 0028069240     PISSN: 08956111     EISSN: None     Source Type: Journal    
DOI: 10.1016/0895-6111(94)90058-2     Document Type: Article

References (24)

1. Hydrocephalus: Etiology, pathologic effects, diagnosis, and natural history
2. The intelligence of hydrocephalic children
3. Low-level segmentation of 3-D magnetic resonance brain images-a rule-based approach
4. Measurement of brain compartment volumes in MR using voxel composition calculations
5. A statistical method for determining the proportions of gray matter, white matter, and CSF using computed tomography
6. Cerebral structure on MRI, part I Localization of age-related changes
7. Partial volume tissue classification of multichannel magnetic resonance images-a mixel model
8. Three-dimensional segmentation of MR images of the head using probability and connectivity
9. Segmentation of MR brain images into cerebrospinal fluid spaces, white and gray matter
10. Cerebral white matter and cognition in hydrocephalic children
11. Fuzzy sets
12. Real-time expert system based fuzzy control of mean arterial pressure in pigs with sodium nitroprusside infusion
13. A quantitative index of ventricular and extraventricular intracranial CSF volumes using MR imaging
14. A comparison of neural network and fuzzy clustering techniques in segmenting magnetic resonance images of the brain
15. A convergence theorem for the fuzzy ISODATA clustering algorithms
16. Validation of magnetic resonance imaging (MRI) multispectral tissue classification
17. Multispectral magnetic resonance image analysis
18. Analysis of brain and cerebrospinal fluid volumes with MR imaging, Part I. Methods, reliability, and validation
19. Neuropsychology and cluster analysis: Potentials and problems
20. Cluster analysis and the search for learning disability subtypes