Journal article

Automatic white matter lesion segmentation using contrast enhanced FLAIR intensity and Markov Random Field

Pallab Kanti Roy, Alauddin Bhuiyan, Andrew Janke, Patricia M Desmond, Tien Yin Wong, Walter P Abhayaratna, Elsdon Storey, Kotagiri Ramamohanarao

Computerized Medical Imaging and Graphics | PERGAMON-ELSEVIER SCIENCE LTD | Published : 2015

DOI: 10.1016/j.compmedimag.2015.08.005

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17Web of Science
17Scopus

Keywords

Model
Multiple-Sclerosis
Leukoencephalopathies
Subtraction Technique
Observer Variation
Technology
Science & Technology
Humans
Engineering
Engineering, Biomedical
Diffusion Tensor Imaging
Pattern Recognition, Automated
Image Interpretation, Computer-Assisted
Brain
Disease
Random Forest (rf)
Magnetic Resonance Imaging (mri)
Sensitivity and Specificity
Radiology, Nuclear Medicine & Medical Imaging
Reproducibility of Results
White Matter
White Matter Lesions (wmls)
Cerebrovascular Diseases
Life Sciences & Biomedicine
Images
Contrast Media
Forests
Machine Learning
Markov Chains
Computer Simulation
Tool
Models, Statistical
Markov Random Field (mrf)
Cognitive Decline
Data Interpretation, Statistical