Brain segmentation based on multi-atlas and diffeomorphism guided 3D fully convolutional network ensembles

Multi-atlas segmentation and correction model with level set formulation for 3D brain MR images

(2019) Yunyun Yang et al.   PATTERN RECOGNITION

Automated sub-cortical brain structure segmentation combining spatial and deep convolutional features

(2018) Kaisar Kushibar et al.   MEDICAL IMAGE ANALYSIS

Atlas registration and ensemble deep convolutional neural network-based prostate segmentation using magnetic resonance imaging

(2018) Haozhe Jia et al.   NEUROCOMPUTING

3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study

(2018) Jose Dolz et al.   NEUROIMAGE

Superpixel-based 3D deep neural networks for hyperspectral image classification

(2018) Cheng Shi et al.   PATTERN RECOGNITION

Multiregion segmentation of bladder cancer structures in MRI with progressive dilated convolutional networks

(2018) Jose Dolz et al.   MEDICAL PHYSICS

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

(2017) Konstantinos Kamnitsas et al.   MEDICAL IMAGE ANALYSIS

Brain tumor segmentation with Deep Neural Networks

(2017) Mohammad Havaei et al.   MEDICAL IMAGE ANALYSIS

Robust multi-atlas label propagation by deep sparse representation

(2017) Chen Zu et al.   PATTERN RECOGNITION

Shape and diffusion tensor imaging based integrative analysis of the hippocampus and the amygdala in Alzheimer's disease

(2016) Xiaoying Tang et al.   MAGNETIC RESONANCE IMAGING

Bayesian longitudinal segmentation of hippocampal substructures in brain MRI using subject-specific atlases

(2016) Juan Eugenio Iglesias et al.   NEUROIMAGE

An improved anisotropic hierarchical fuzzy c-means method based on multivariate student t-distribution for brain MRI segmentation

(2016) Yunjie Chen et al.   PATTERN RECOGNITION

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

(2015) Bjoern H. Menze et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep convolutional neural networks for multi-modality isointense infant brain image segmentation

(2015) Wenlu Zhang et al.   NEUROIMAGE

Hierarchical multi-atlas label fusion with multi-scale feature representation and label-specific patch partition

(2015) Guorong Wu et al.   NEUROIMAGE

Bayesian Parameter Estimation and Segmentation in the Multi-Atlas Random Orbit Model

(2013) Xiaoying Tang et al.   PLoS One

Nonlocal regularization for active appearance model: Application to medial temporal lobe segmentation

(2012) Shiyan Hu et al.   HUMAN BRAIN MAPPING

Multi-Atlas Segmentation with Joint Label Fusion

(2012) Hongzhi Wang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A Supervised Patch-Based Approach for Human Brain Labeling

(2011) Françcois Rousseau et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

BEaST: Brain extraction based on nonlocal segmentation technique

(2011) Simon F. Eskildsen et al.   NEUROIMAGE

Patch-based segmentation using expert priors: Application to hippocampus and ventricle segmentation

(2010) Pierrick Coupé et al.   NEUROIMAGE

An evaluation of four automatic methods of segmenting the subcortical structures in the brain

(2009) Kolawole Oluwole Babalola et al.   NEUROIMAGE

Multi-atlas based segmentation of brain images: Atlas selection and its effect on accuracy

(2009) P. Aljabar et al.   NEUROIMAGE