A modified fuzzy c-means algorithm for bias field estimation and segmentation of MRI data
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- Type
- article
- Published
- 2002-08-07
- Cited by
- 2,028
- References
- 28
- OpenAlex
- https://openalex.org/W2115242586
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:8480349
Keywords
Fuzzy logic, Piecewise, Segmentation, Artificial intelligence, Pixel
References
- Fuzzy models for pattern recognition
- Sources of intensity nonuniformity in spin echo images at 1.5 T
- Phase and sensitivity of receiver coils in magnetic resonance imaging.
- A Fuzzy Relative of the ISODATA Process and Its Use in Detecting Compact Well-Separated Clusters
- A Convergence Theorem for the Fuzzy ISODATA Clustering Algorithms
- Review of MR image segmentation techniques using pattern recognition.
- Estimating the bias field of MR images
- Image non-uniformity in magnetic resonance imaging: its magnitude and methods for its correction.
- An image-processing system for qualitative and quantitative volumetric analysis of brain images.
- Estimation of CSF, white and gray matter volumes in hydrocephalic children using fuzzy clustering of MR images.
- Segmentation of multiple sclerosis lesions in intensity corrected multispectral MRI
- Bias field estimation and adaptive segmentation of MRI data using a modified fuzzy C-means algorithm
- Adaptive fuzzy segmentation of magnetic resonance images
- A comparison of neural network and fuzzy clustering techniques in segmenting magnetic resonance images of the brain
- Fuzzy Connectedness and Object Definition: Theory, Algorithms, and Applications in Image Segmentation
- Correction of intensity variations in MR images for computer-aided tissue classification
- Optimized homomorphic unsharp masking for MR grayscale inhomogeneity correction
- Polynomial modeling and reduction of RF body coil spatial inhomogeneity in MRI
- Correction of intensity nonuniformity in MR images of any orientation.
- A fuzzy hyperspectral classifier for automatic target recognition (ATR) systems
Cited by
- Multiple reconstruction and dynamic modeling of 3D digital objects using a morphing approach
- Intensity Non-uniformity Correction of Magnetic Resonance Images Using a Fuzzy Segmentation Algorithm
- Image Segmentation Using Fuzzy Region Competition and Spatial/Frequency Information
- Robust Model for Segmenting Images With/Without Intensity Inhomogeneities
- Improved R2* liver iron concentration assessment using a novel fuzzy c-mean clustering scheme
- Local Restricted Convolutional Neural Network for Change Detection in Polarimetric SAR Images
- Brain tissue segmentation based on MP2RAGE multi-contrast images in 7 T MRI
- Methodology and analysis for the recognition of tumour tissue based on FDG-PET
- Déploiement sur une plate-forme de visualisation d'un algorithme coopératif pour la segmentation d'images IRM autour d'un système multi-agents. (Deployment on a visualization platform of a cooperative algorithm for MRI images segmentation over a multi-agent system)
- CHARACTERIZATION OF ATHEROSCLEROSIS WITH MAGNETIC RESONANCE IMAGING, CHALLENGES AND VALIDATION
- A Comparative Study of Segmentation Techniques used for MR Brain Images
- Assessment and optimisation of MRI measures of atrophy as potential markers of disease progression in multiple sclerosis
- A Multi-phase Soft Segmentation Based on Bi-direction Projected PDHG Method
- Medical Image Segmentation Using Kernal Based Fuzzy C-Means Algorithm
- CLUSTERING SPATIAL DATA USING A KERNEL-BASED ALGORITHM
- Automatic brain mr image segmentation by relative thresholding and morphological image analysis
- Respiratory motion compensation in emission tomography
- Fuzzy Systems in Biomedicine
- Distributed frequent subgraph mining in the cloud. (Fouille de sous-graphes fréquents dans les nuages)
- Segmentation of Parotid Lesions in CT Images using Wavelet-based Features
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