Fusion based on attention mechanism and context constraint for multi-modal brain tumor segmentation

3D convolutional neural networks for tumor segmentation using long-range 2D context

(2019) Pawel Mlynarski et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Multimodal brain tumor image segmentation using WRN-PPNet

(2019) Yu Wang et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

A deep learning model integrating FCNNs and CRFs for brain tumor segmentation

(2018) Xiaomei Zhao et al.   MEDICAL IMAGE ANALYSIS

Automatic Semantic Segmentation of Brain Gliomas from MRI Images Using a Deep Cascaded Neural Network

(2018) Shaoguo Cui et al.   Journal of Healthcare Engineering

Semi-automatic lymphoma detection and segmentation using fully conditional random fields

(2018) Yuntao Yu et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Joint Tumor Segmentation in PET-CT Images Using Co-Clustering and Fusion Based on Belief Functions

(2018) Chunfeng Lian et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Segmenting Multi-Source Images Using Hidden Markov Fields With Copula-Based Multivariate Statistical Distributions

(2017) Jerome Lapuyade-Lahorgue et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

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

Advancing The Cancer Genome Atlas glioma MRI collections with expert segmentation labels and radiomic features

(2017) Spyridon Bakas et al.   Scientific Data

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

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

Segmentation of heterogeneous or small FDG PET positive tissue based on a 3D-locally adaptive random walk algorithm

(2014) D.P. Onoma et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

A survey of MRI-based medical image analysis for brain tumor studies

(2013) Stefan Bauer et al.   PHYSICS IN MEDICINE AND BIOLOGY

Kernel feature selection to fuse multi-spectral MRI images for brain tumor segmentation

(2010) Nan Zhang et al.   COMPUTER VISION AND IMAGE UNDERSTANDING