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Cascade Residual Multiscale Convolution and Mamba-Structured UNet for Advanced Brain Tumor Image Segmentation

Entropy (Basel, Switzerland), 2024-05, Vol.26 (5), p.385

2024

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

IEEE transactions on medical imaging, 2006-09, Vol.25 (9), p.1233-1245

2006

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Investigation of the Role of Feature Selection and Weighted Voting in Random Forests for 3-D Volumetric Segmentation

IEEE transactions on medical imaging, 2014-02, Vol.33 (2), p.258-271

2014

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White Matter, Gray Matter and Cerebrospinal Fluid Segmentation from Brain Magnetic Resonance Imaging Using Adaptive U-Net and Local Convolutional Neural Network

Computer journal, 2022-12, Vol.65 (12), p.3081-3090

2022

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Brain Magnetic Resonance Imaging Segmentation Using Possibilistic Clustering Algorithm Combined with Context Constraints

Journal of medical imaging and health informatics, 2020-07, Vol.10 (7), p.1669-1674

2020

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Non-local-based spatially constrained hierarchical fuzzy C-means method for brain magnetic resonance imaging segmentation

IET image processing, 2016-11, Vol.10 (11), p.865-876

2016

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An atlas-free newborn brain image segmentation and classification scheme based on SOM-DCNN with sparse auto encoder

Computer methods in biomechanics and biomedical engineering., 2020-01, Vol.8 (1), p.49-64

2020

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MR imaging enhancement and segmentation of tumor using fuzzy curvelet

African journal of business management, 2011-11, Vol.6 (31)

M. Arfan Jaffar

2011

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Deep Learning-Based Segmentation and Classification Techniques for Brain Tumor MRI: A Review

Journal of Engineering, 2022-12, Vol.28 (12), p.93-112

2022

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UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation

IEEE transactions on medical imaging, 2020-06, Vol.39 (6), p.1856-1867

2020

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Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation

Medical image analysis, 2017-02, Vol.36, p.61-78

2017

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Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images

IEEE transactions on medical imaging, 2016-05, Vol.35 (5), p.1240-1251

2016

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Interactive Medical Image Segmentation Using Deep Learning With Image-Specific Fine Tuning

IEEE transactions on medical imaging, 2018-07, Vol.37 (7), p.1562-1573

2018

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DRINet for Medical Image Segmentation

IEEE transactions on medical imaging, 2018-11, Vol.37 (11), p.2453-2462

2018

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VoxResNet: Deep voxelwise residual networks for brain segmentation from 3D MR images

NeuroImage (Orlando, Fla.), 2018-04, Vol.170, p.446-455

2018

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Automatic Segmentation of MR Brain Images With a Convolutional Neural Network

IEEE transactions on medical imaging, 2016-05, Vol.35 (5), p.1252-1261

2016

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Brain tumor segmentation with Deep Neural Networks

Medical image analysis, 2017-01, Vol.35, p.18-31

2017

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Optimization and comparative evaluation of nonlinear deformation algorithms for atlas-based segmentation of DBS target nuclei

NeuroImage (Orlando, Fla.), 2019-01, Vol.184, p.586-598

2019

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Deep learning enables automatic detection and segmentation of brain metastases on multisequence MRI

Journal of magnetic resonance imaging, 2020-01, Vol.51 (1), p.175-182

2020

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Deep Learning for Brain MRI Segmentation: State of the Art and Future Directions

Journal of digital imaging, 2017-08, Vol.30 (4), p.449-459

2017

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Auto-Context Convolutional Neural Network (Auto-Net) for Brain Extraction in Magnetic Resonance Imaging

IEEE transactions on medical imaging, 2017-11, Vol.36 (11), p.2319-2330

2017

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DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation

IEEE transactions on pattern analysis and machine intelligence, 2019-07, Vol.41 (7), p.1559-1572

2019

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Fully convolutional network ensembles for white matter hyperintensities segmentation in MR images

NeuroImage (Orlando, Fla.), 2018-12, Vol.183, p.650-665

2018

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HyperDense-Net: A Hyper-Densely Connected CNN for Multi-Modal Image Segmentation

IEEE transactions on medical imaging, 2019-05, Vol.38 (5), p.1116-1126

2019

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DeepNAT: Deep convolutional neural network for segmenting neuroanatomy

NeuroImage (Orlando, Fla.), 2018-04, Vol.170, p.434-445

2018

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Cascade Residual Multiscale Convolution and Mamba-Structured UNet for Advanced Brain Tumor Image Segmentation

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

Investigation of the Role of Feature Selection and Weighted Voting in Random Forests for 3-D Volumetric Segmentation

White Matter, Gray Matter and Cerebrospinal Fluid Segmentation from Brain Magnetic Resonance Imaging Using Adaptive U-Net and Local Convolutional Neural Network

Brain Magnetic Resonance Imaging Segmentation Using Possibilistic Clustering Algorithm Combined with Context Constraints

Non-local-based spatially constrained hierarchical fuzzy C-means method for brain magnetic resonance imaging segmentation

An atlas-free newborn brain image segmentation and classification scheme based on SOM-DCNN with sparse auto encoder

MR imaging enhancement and segmentation of tumor using fuzzy curvelet

Deep Learning-Based Segmentation and Classification Techniques for Brain Tumor MRI: A Review

UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation

Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation

Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images

Interactive Medical Image Segmentation Using Deep Learning With Image-Specific Fine Tuning

DRINet for Medical Image Segmentation

VoxResNet: Deep voxelwise residual networks for brain segmentation from 3D MR images

Automatic Segmentation of MR Brain Images With a Convolutional Neural Network

Brain tumor segmentation with Deep Neural Networks

Optimization and comparative evaluation of nonlinear deformation algorithms for atlas-based segmentation of DBS target nuclei

Deep learning enables automatic detection and segmentation of brain metastases on multisequence MRI

Deep Learning for Brain MRI Segmentation: State of the Art and Future Directions

Auto-Context Convolutional Neural Network (Auto-Net) for Brain Extraction in Magnetic Resonance Imaging

DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation

Fully convolutional network ensembles for white matter hyperintensities segmentation in MR images

HyperDense-Net: A Hyper-Densely Connected CNN for Multi-Modal Image Segmentation

DeepNAT: Deep convolutional neural network for segmenting neuroanatomy

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