Fully automated segmentation of brain tumor from multiparametric MRI using 3D context deep supervised U‐Net

Multi‐needle Localization with Attention U‐Net in US‐guided HDR Prostate Brachytherapy

(2020) Yupei Zhang et al.   MEDICAL PHYSICS

DeepSeg: deep neural network framework for automatic brain tumor segmentation using magnetic resonance FLAIR images

(2020) Ramy A. Zeineldin et al.   International Journal of Computer Assisted Radiology and Surgery

Automatic multiorgan segmentation in thorax CT images using U‐net‐ GAN

(2019) Xue Dong et al.   MEDICAL PHYSICS

Deeply supervised 3D fully convolutional networks with group dilated convolution for automatic MRI prostate segmentation

(2019) Bo Wang et al.   MEDICAL PHYSICS

A novel end-to-end brain tumor segmentation method using improved fully convolutional networks

(2019) Haichun Li et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Ultrasound prostate segmentation based on multidirectional deeply supervised V‐Net

(2019) Yang Lei et al.   MEDICAL PHYSICS

Automatic Brain Tumor Segmentation Based on Cascaded Convolutional Neural Networks With Uncertainty Estimation

(2019) Guotai Wang et al.   Frontiers in Computational Neuroscience

CE-Net: Context Encoder Network for 2D Medical Image Segmentation

(2019) Zaiwang Gu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

MultiResUNet : Rethinking the U-Net architecture for multimodal biomedical image segmentation

(2019) Nabil Ibtehaz et al.   NEURAL NETWORKS

Joint Optic Disc and Cup Segmentation Based on Multi-Label Deep Network and Polar Transformation

(2018) Huazhu Fu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

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

Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images

(2016) Sergio Pereira et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

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

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

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

Advanced MR Imaging of Gliomas: An Update

(2013) Hung-Wen Kao et al.   Biomed Research International

N4ITK: Improved N3 Bias Correction

(2010) Nicholas J Tustison et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING